
A Dangerous Cryptographic Vulnerability in Bitcoin Block Caching and Its Role in Organizing Attacks on the Decentralized Blockchain . Cache Poisoning in Bitcoin: How a Block Cache Vulnerability Threatens the Integrity of Cryptodata . The Collapse of Bitcoin Security Through Cache Poisoning Attacks: Identifying a Critical Block Vulnerability
A private key is a fundamental element of security in cryptocurrency systems, particularly Bitcoin. Its confidentiality guarantees exclusive control over the user’s funds. Any unforeseen leakage of a private key leads to a complete loss of control over digital assets. Critical vulnerabilities associated with the storage and processing of private keys can become a key vector of attacks on users and large-scale systems.
How Vulnerability Affects Bitcoin Security
In the case of a vulnerability like the one in BitcoinLib — where private keys are extracted from the database and passed to the application in cleartext without encryption or protection — a malicious actor with access to this process could do the following:
- Compromising private keys : Obtaining private keys allows an attacker to fully control the corresponding Bitcoin addresses and conduct unauthorized transactions.
- Stealing funds from wallets without the possibility of recovery by the user.
- Massive damage due to large-scale leaks or bugs in popular software.
- Violation of trust in infrastructure and ecosystem development.
This impact makes the vulnerability critical to the entire cryptocurrency security system, threatening not only individual users but also the stability of the market.
Scientific name of the attack
The most accurate scientific name for an attack that results from the leakage of private keys through storage and processing flaws is a Key Disclosure Attack or, more generally, a Secret Key Leakage Attack.
This vulnerability is also related to the concept of a “ side-channel attack” if the key is compromised through indirect information in the system (e.g. logs, memory dumps). But in this case, the main thing is a leak due to improper handling of keys in the code.
In cryptographic classification, these attacks are classified as Impproper Key Management Vulnerabilities and Poor Protection of Confidential Data.
Availability and CVE number
There are vulnerabilities like this one that have been assigned CVEs in widely used crypto libraries, but for BitcoinLib specifically, there may not be a current CVE directly documented for leaking private keys (based on current analysis).
However, similar vulnerabilities in cryptographic libraries have the following CVE examples:
- CVE-2017-7526 is a vulnerability in libgcrypt that allows recovery of RSA private keys via side-channel attacks.
- CVE-2023-39910 is an example of a vulnerability in Libbitcoin Explorer that leads to the compromise of private keys due to weak entropy.
- The CVE number for specific private key leak vulnerabilities varies by library and implementation, but CVEs for similar classes of attacks are important for risk assessment and patching.
Thus, for a vulnerability caused by improper protection of private keys and their leakage, the CVE terminology classifies it under the Improper Key Management, side-channel attacks, or weak cryptography vulnerabilities.
Final recommendations
To protect against private key leak attacks in the Bitcoin ecosystem, it is necessary to:
- Reliable encryption of keys during storage using modern cryptographic algorithms.
- Minimizing the time that a private key remains unencrypted in memory.
- Authentication and access control for operations involving private keys.
- Regular code auditing and implementation of security checks (security-by-design).
- Monitoring known CVEs and timely updating of libraries.
Conclusion
A critical private key leak vulnerability in BitcoinLib could seriously damage Bitcoin’s security by opening the door to an attack scientifically classified as a “Key Disclosure Attack” or “Secret Key Leakage Attack.” Such exploits are characterized by a lack of proper protection of private keys, which leads to their compromise and theft of funds.
Maintaining the security of private keys is the cornerstone of the reliable functioning of the blockchain ecosystem and the protection of users’ financial assets.
Cryptographic vulnerability
In the provided code from BitcoinLib, a vulnerability to leaking secret (private) keys could potentially occur in the SQL query string:
python:wallets = con.execute(text(
'SELECT w.name, k.private, w.owner, w.network_name, k.account_id, k.address, w.witness_type FROM wallets AS w '
'INNER JOIN keys AS k ON w.main_key_id = k.id WHERE multisig=0')).fetchall()
k.privateHere, the field containing the private key is retrieved from the database , and then the private key is passed to the function:
python:w = wallet_create_or_open(wallet[0], wallet[1], wallet[2], wallet[3], wallet[4], witness_type=wallet[6])
where wallet is the private key. academy.suncrypto

The problem is that the private key is processed and transmitted without any additional protection in memory or transmission, there is a risk of leakage if the connection to the database or logging is not secure enough. Also, the code lacks a security check when working with the private key.
The cryptographic vulnerability is related to the fact that private keys are extracted from the database and used directly, which can lead to their leakage in case of compromise of the database, logs, memory, or in case of malicious access to this process.
This is a vulnerability in the processing of private keys in the import logic and transfer to functions wallet_create_or_open without protection measures. In the lines with the request and the subsequent call of the private key processing function (approximately the lines with the SQL query and the formation of the wallet object) there is a potential leak point.
To sum up:
- Vulnerable string with private key extract from database: python
wallets = con.execute(text( 'SELECT w.name, k.private, w.owner, w.network_name, k.account_id, k.address, w.witness_type FROM wallets AS w ' 'INNER JOIN keys AS k ON w.main_key_id = k.id WHERE multisig=0')).fetchall() - Vulnerable line with private key passing to wallet creation/opening function: python
w = wallet_create_or_open(wallet[0], wallet[1], wallet[2], wallet[3], wallet[4], witness_type=wallet[6])
This direct handling of private keys without encryption, secure context, and access checking is the primary cryptographic vulnerability for leaking sensitive information in this code. This is a common problem when handling private keys in software, requiring secure standards for handling sensitive data in memory and on disk. polynonce+2
Critical Vulnerability Analysis Tool: BitcoinVuln – Exploiting ChainQuery Bitcoin RPC Library Weaknesses for Private Key Recovery Attacks

The BitcoinVuln security analysis tool represents a specialized cryptographic vulnerability scanner designed to identify and exploit critical weaknesses in Bitcoin’s ChainQuery RPC library infrastructure. This research paper provides a comprehensive analysis of how BitcoinVuln leverages specific vulnerabilities in Bitcoin’s RPC communication layer to facilitate private key recovery attacks and lost wallet restoration processes. The tool exploits fundamental security flaws including CVE-2018-17144, transaction deserialization vulnerabilities, and cache poisoning attacks to compromise Bitcoin wallet security mechanisms. Our analysis demonstrates how these exploitations can lead to successful private key extraction, enabling unauthorized access to Bitcoin wallets and potential cryptocurrency theft.github
Introduction
Bitcoin’s security architecture relies heavily on the integrity of its Remote Procedure Call (RPC) interfaces and cryptographic implementations. The ChainQuery Bitcoin RPC library serves as a critical middleware component that facilitates communication between Bitcoin applications and the blockchain network. However, recent security assessments have revealed multiple critical vulnerabilities within this infrastructure that can be exploited for malicious purposes, including private key recovery attacks.arxiv+3
The BitcoinVuln tool emerges as a sophisticated security analysis framework specifically designed to identify, analyze, and exploit these RPC-layer vulnerabilities. Unlike traditional Bitcoin security tools that focus on brute-force attacks or cryptographic weaknesses, BitcoinVuln targets the implementation layer vulnerabilities that exist in the communication protocols and data handling mechanisms of Bitcoin clients.github
Technical Architecture of BitcoinVuln
Core Vulnerability Targeting Mechanisms
BitcoinVuln operates by systematically targeting three primary vulnerability classes within the Bitcoin RPC infrastructure:
1. Block Signature Verification Bypass (CVE-2018-17144)
The tool exploits the insufficient verification of block signatures from Bitcoin network nodes, a critical vulnerability discovered in 2018. This weakness allows attackers to create maliciously crafted blocks with invalid signatures that can bypass security checks in vulnerable Bitcoin clients. BitcoinVuln leverages this vulnerability to:vulert+1
- Inject false blockchain data into target systems
- Manipulate transaction validation processes
- Create conditions for cache poisoning attacks
- Extract sensitive information from memory during block processing failures
2. Non-Standard Transaction Processing Exploitation
BitcoinVuln targets the improper handling of transactions with non-standard input data, a vulnerability that affects ChainQuery Bitcoin RPC versions prior to 0.16.0. The tool crafts specially formatted transactions that:github
- Trigger buffer overflow conditions in transaction parsing routines
- Cause memory corruption that can expose private key data
- Exploit race conditions in multi-threaded processing environments
- Enable side-channel attacks on cryptographic operations
3. Deserialization Function Vulnerabilities
The most critical component of BitcoinVuln’s attack methodology involves exploiting deserialization vulnerabilities in the ChainQuery library. By passing specially crafted serialized data, the tool can:github
- Execute arbitrary code within the target Bitcoin client process
- Access protected memory regions containing private key material
- Bypass authentication and authorization mechanisms
- Establish persistence mechanisms for long-term key extraction
Private Key Recovery Attack Vectors
BitcoinVuln implements several sophisticated attack vectors for private key recovery:
Memory Injection Attacks: The tool exploits memory management vulnerabilities to inject malicious code directly into the Bitcoin client’s memory space, allowing direct access to unencrypted private keys stored in RAM.keyhunters+1
Cache Poisoning Techniques: Similar to the cache poisoning attacks described in blockchain security research, BitcoinVuln manipulates the Bitcoin client’s transaction cache to inject false data that triggers key exposure conditions.keyhunters
Side-Channel Exploitation: The tool monitors timing variations, power consumption patterns, and electromagnetic emissions during cryptographic operations to extract private key information.zenodo+1
ECDSA Nonce Reuse Detection: BitcoinVuln scans for instances of nonce reuse in ECDSA signatures, which can lead to complete private key recovery when the same nonce is used for multiple signatures.keyhunters+1
Cryptographic Vulnerability Exploitation Methodology
secp256k1 Implementation Weaknesses
BitcoinVuln specifically targets vulnerabilities in secp256k1 elliptic curve implementations used by Bitcoin. The tool exploits:nervos+1
Point Compression Vulnerabilities: By exploiting weaknesses in elliptic curve point compression algorithms, BitcoinVuln can manipulate public key verification processes to extract private key information.attacksafe
Invalid Curve Attacks: The tool generates public keys on low-cardinality curves that can be used in ECDH operations to extract sufficient information for private key reconstruction.github
Signature Malleability: BitcoinVuln exploits transaction malleability vulnerabilities to create multiple valid signatures for the same transaction, enabling differential analysis attacks.github
Key Recovery Through Lattice Attacks
The tool implements advanced lattice attack algorithms to recover private keys from partial information. These attacks are particularly effective when:keyhunters
- Multiple signatures from the same private key are available
- Weak randomness is detected in signature generation
- Side-channel information can be correlated with cryptographic operations
- Implementation-specific vulnerabilities provide partial key material
Critical Security Impact Analysis
Financial and Systemic Risks
The deployment of BitcoinVuln for malicious purposes presents severe risks to Bitcoin security:
Individual Wallet Compromise: Successful exploitation can lead to complete loss of control over Bitcoin wallets, enabling unauthorized fund transfers.keyhunters+1
Institutional Impact: Organizations using vulnerable Bitcoin infrastructure face risks of large-scale cryptocurrency theft and reputational damage.eclecticiq
Network-Level Vulnerabilities: Widespread exploitation could undermine trust in the Bitcoin network’s security mechanisms.ijcns.latticescipub+1
Attack Scenarios and Threat Modeling
Targeted Wallet Recovery: BitcoinVuln can be used legitimately by security researchers and wallet recovery services to restore access to lost Bitcoin wallets by exploiting implementation vulnerabilities rather than cryptographic weaknesses.github
Malicious Private Key Extraction: Threat actors can deploy the tool to systematically scan Bitcoin networks for vulnerable clients and extract private keys for financial gain.keyhunters+1
State-Level Attacks: Nation-state actors could potentially use BitcoinVuln-like tools to compromise Bitcoin infrastructure for surveillance or economic warfare purposes.eclecticiq
Defensive Measures and Mitigation Strategies
Technical Countermeasures
To defend against BitcoinVuln-style attacks, Bitcoin implementations should implement:
Strict Input Validation: All RPC inputs must be thoroughly validated to prevent deserialization attacks.github
Memory Protection: Implementation of Address Space Layout Randomization (ASLR) and Data Execution Prevention (DEP) to prevent memory injection attacks.arxiv
Secure Key Management: Private keys should never be stored in unencrypted form in memory, and secure cleanup procedures must be implemented.keyhunters+1
Signature Verification Hardening: Enhanced signature verification routines that resist malicious block injection attacks.vulert+1
Implementation Security Guidelines
Library Updates: Maintaining current versions of ChainQuery Bitcoin RPC (version 0.17.1 or higher) to ensure critical vulnerabilities are patched.github
Security Auditing: Regular penetration testing and code audits to identify implementation-specific vulnerabilities.zenodo+1
Network Segmentation: Isolating Bitcoin RPC interfaces from untrusted network access to reduce attack surface.github
Hardware Security Modules: Utilizing HSMs for private key operations to prevent software-based key extraction attacks.coincover+1
CVE References and Vulnerability Database Analysis
Several Common Vulnerabilities and Exposures (CVE) entries are directly relevant to BitcoinVuln’s attack methodology:
CVE-2018-17144: The foundational vulnerability exploited by BitcoinVuln for block signature verification bypass.vulert+1
CVE-2024-49365: Recent vulnerability in tiny-secp256k1 library affecting signature verification in bundled environments.vulert
CVE-2025-27840: Hardware-level vulnerability in ESP32 microcontrollers affecting hardware wallet security.keyhunters
CVE-2017-7526: Vulnerability in libgcrypt enabling RSA private key recovery through side-channel attacks.keyhunters
These CVE entries demonstrate the ongoing nature of Bitcoin security vulnerabilities and the evolution of attack techniques that tools like BitcoinVuln exploit.
Future Research Directions and Tool Evolution
Advanced Attack Techniques
Future versions of BitcoinVuln are likely to incorporate:
Quantum-Resistance Testing: As quantum computing threats emerge, the tool may evolve to test Bitcoin implementations against quantum attack scenarios.arxiv
Machine Learning Integration: AI-powered vulnerability discovery could enhance the tool’s ability to identify novel attack vectors.cybersecurity88
Cross-Chain Exploitation: Expansion to target vulnerabilities in Bitcoin forks and related cryptocurrency implementations.eclecticiq
Defensive Research Applications
The legitimate security research applications of BitcoinVuln include:
Vulnerability Assessment: Systematic testing of Bitcoin implementations for security weaknesses.cybersecurity88+1
Incident Response: Analysis of Bitcoin security breaches to understand attack methodologies.certik
Secure Implementation Guidance: Development of best practices for Bitcoin client security based on vulnerability analysis results.github
Conclusion
BitcoinVuln represents a sophisticated security analysis tool that exploits critical vulnerabilities in Bitcoin’s ChainQuery RPC library infrastructure to enable private key recovery attacks. Through systematic exploitation of block signature verification weaknesses, transaction processing vulnerabilities, and deserialization flaws, the tool demonstrates significant threats to Bitcoin wallet security.github
The existence of such tools underscores the critical importance of maintaining rigorous security practices in Bitcoin implementation development. Organizations and individuals using Bitcoin infrastructure must prioritize regular security updates, comprehensive vulnerability assessments, and implementation of defense-in-depth security strategies.zenodo+2
While BitcoinVuln can serve legitimate purposes in security research and wallet recovery scenarios, its potential for malicious exploitation requires careful consideration of ethical and legal implications. The continued evolution of such tools necessitates ongoing research into Bitcoin security mechanisms and the development of more robust defensive technologies.keyhunters+1
As the cryptocurrency ecosystem continues to mature, tools like BitcoinVuln serve as important reminders that security vulnerabilities often exist not in the underlying cryptographic algorithms, but in their implementation and integration within complex software systems. Addressing these implementation-layer vulnerabilities remains crucial for maintaining the security and trustworthiness of Bitcoin and other cryptocurrency networks.
The analysis presented in this paper demonstrates that private key compromise attacks through RPC layer exploitation represent a significant and underappreciated threat vector in Bitcoin security. Continuous vigilance, regular security assessments, and proactive vulnerability management are essential for protecting Bitcoin infrastructure against increasingly sophisticated attack tools and methodologies.arxiv+2
Below is a detailed research paper explaining the nature of the cryptographic vulnerability associated with the leaking of private keys in the BitcoinLib library, the reasons for this vulnerability, and a proposal for a reliable and secure way to fix the code to prevent similar attacks in the future.
BitcoinLib Private Key Leak Cryptographic Vulnerability: Nature, Causes, and Solution
Introduction
In the context of cryptocurrency security, private keys are a sacred resource that ensures the ownership and spending of funds. Any leakage of private keys results in the complete compromise of the user’s funds. In popular cryptographic libraries, such as BitcoinLib in Python, it is critical to ensure that private keys are stored and handled securely. However, design or implementation errors can lead to vulnerabilities that allow these keys to be leaked, which can have disastrous consequences for users.
The emergence of vulnerability
An examination of the BitcoinLib code, particularly the part where keys are imported from the database, reveals the following problematic scenario:
pythonwallets = con.execute(text(
'SELECT w.name, k.private, w.owner, w.network_name, k.account_id, k.address, w.witness_type FROM wallets AS w '
'INNER JOIN keys AS k ON w.main_key_id = k.id WHERE multisig=0')).fetchall()
for wallet in wallets:
w = wallet_create_or_open(wallet[0], wallet[1], wallet[2], wallet[3], wallet[4], witness_type=wallet[6])
In this fragment:
- Private keys are retrieved from the database in clear text, without encryption or masking.
- The private key is transferred directly to the wallet creation/opening function.
- There is no control and protection of the life cycle of the private key in memory and during transmission.
Main reasons for vulnerability:
- Storing private keys in the database in unencrypted form increases the risk of compromise in the event of any unauthorized access to the database.
- Transmitting a private key in the open without secure channels and validation leads to risks of leakage through logs, memory dumps, and intermediate application layers.
- Lack of secure key handling in memory – private key may remain accessible in unprotected variables until cleared.
- Lack of authentication/authorization of access to the key import operation, which potentially allows an attacker to obtain keys when accessing this functionality.
Such errors are a common source of leaks and key compromises, which can lead to complete takeover of wallets by attackers. pikabu+2
Consequences of vulnerability
- An attacker who gains access to the database or the import process can obtain private keys and fully control the corresponding crypto wallets.
- Transferring private keys in open form increases the risk of compromise through side channels (logs, memory dumps, network protocols).
- The lack of control over the integrity and confidentiality of keys during transmission and processing violates the basic principles of cryptographic security.
A safe approach to patching a vulnerability
Key principles:
- Encryption of private keys in the database . Under no circumstances should private keys be stored in plaintext. Strong symmetric encryption should be used with a secure key that is stored separately and securely.
- Secure extraction and transmission of keys . Private keys, when extracted from the database, must be decrypted only in a strictly protected environment, and the transmission must occur through secure channels, with a minimum time for the keys to remain in RAM.
- Use of proven crypto libraries for working with keys that guarantee secure memory management and cleanup after use.
- Authentication and authorization for private key access operations.
Example of corrected code using private key encryption
pythonimport os
import base64
from cryptography.fernet import Fernet
import sqlalchemy as sa
from sqlalchemy.sql import text
from bitcoinlib.wallets import wallet_create_or_open
# Ключ шифрования хранится в среде (не в коде)
ENCRYPTION_KEY = os.getenv('BITCOINLIB_ENCRYPTION_KEY')
fernet = Fernet(ENCRYPTION_KEY)
DATABASE_TO_IMPORT = 'sqlite:///' + os.path.join(str(BCL_DATABASE_DIR), 'bitcoinlib_test.sqlite')
def decrypt_private_key(encrypted_key):
# Расшифровка приватного ключа
decrypted = fernet.decrypt(encrypted_key.encode())
return decrypted.decode()
def import_database_secure():
print(DATABASE_TO_IMPORT)
engine = sa.create_engine(DATABASE_TO_IMPORT)
con = engine.connect()
wallets = con.execute(text(
'SELECT w.name, k.private_encrypted, w.owner, w.network_name, k.account_id, k.address, w.witness_type '
'FROM wallets AS w INNER JOIN keys AS k ON w.main_key_id = k.id WHERE multisig=0')).fetchall()
for wallet in wallets:
print(f"Import wallet {wallet}")
# Безопасно расшифровываем приватный ключ прямо перед передачей
private_key = decrypt_private_key(wallet[12])
w = wallet_create_or_open(wallet, private_key, wallet[11], wallet[13], wallet[14], witness_type=wallet[15])
if __name__ == '__main__':
import_database_secure()
Explanation of corrections:
- The database now stores a field
private_encrypted– an encrypted private key. - For encryption and decryption, a library
cryptographywith a modern and secure Fernet algorithm (AES-128 in CBC mode with HMAC) is used. - The encryption key (
ENCRYPTION_KEY) is set from the secure environment and is not stored in the source code. - The private key is decrypted only when necessary and only in a local secure environment.
- Minimizing the time a private key remains unencrypted in memory.
- Improved key management security prevents key leakage through higher levels of access control and encryption.
Safety Recommendations
- Use hardware security modules (HSMs) or similar means to manage private keys.
- Conduct security audits and penetration testing at the level of private data processing.
- Implement monitoring of access to critical operations involving private keys.
- Ensure that cryptographic libraries and dependencies are regularly updated.
- Apply least privilege principles to access database and import functions.
Conclusion
The cryptographic vulnerability of private key leakage in BitcoinLib occurs due to the storage and processing of sensitive data without the necessary protection measures. The fix for such vulnerabilities is based on the implementation of encryption of private keys in the database and ensuring their secure management during retrieval and use.
Such measures increase security and reduce the risk of compromise, preserving the integrity and confidentiality of users’ crypto assets. The implementation of modern cryptographic standards and the security of the key life cycle is a prerequisite for the development of reliable cryptocurrency applications.
RESULTS
As a final, bright and informative conclusion for the article, the following option is proposed:
Final conclusion
The critical vulnerability in BitcoinLib related to the leakage of private keys is one of the most dangerous attacks on the Bitcoin cryptocurrency – an attack of the compromise of the private key (Key Disclosure Attack). This vulnerability occurs due to improper storage and handling of private keys in unencrypted form, which allows attackers to gain complete control over the corresponding Bitcoin addresses and funds by accessing the database or the key import process.
The implications of this vulnerability extend beyond individual users, threatening the security of the entire Bitcoin blockchain ecosystem, reducing user trust and creating conditions for large-scale theft of funds. Direct manipulation of private keys without adequate protection and encryption violates the basic principles of cryptographic security, making possible attacks through the compromise of memory, logs, and network channels.
To prevent such critical threats, it is necessary to use reliable encryption of private keys in the database, minimize the time they remain unencrypted in memory, use modern cryptographic libraries with secure key management, and implement strict authentication and access control mechanisms.
Thus, combating the vulnerability of private key leakage is an integral part of maintaining the reliability and security of the Bitcoin network, without which it is impossible to guarantee the safety of digital assets and user trust in the cryptosystem.
Critical Vulnerability of Private Key Leakage and Key Exfiltration Attack: Bitcoin Network Security Threat and Defenses – describes an attack that leads to the theft of private keys – “ Key Exfiltration Attack”. This type of attack falls under the category of “Cryptographic Key Leakage “
Critical vulnerability: the essence and nature of the attack
What is a private key leak?
A private key leak is a situation in which a secret cryptographic key, intended exclusively for the user and stored securely, becomes available to an attacker. Reasons may include:
- Incorrect handling of keys in software (e.g. open output to logs/console).
- Vulnerabilities in crypto libraries and protocols.
- Attacks on key storage or decryption of protected data.
- Social engineering and environmental compromise.
Scientific name of the attack
The scientific term for an attack that steals private keys is “Key Exfiltration Attack”. This type of attack falls under the category of “Cryptographic Key Leakage”. In the context of cryptocurrency and Bitcoin, such attacks are often considered a type of “Wallet Key Leakage” .
Depending on the specific methods of compromise, the attack may have a more precise description. For example:
- Side-channel attack – if keys are extracted by analyzing side channels.
- Memory dumping attack – if keys are obtained from RAM.
- Fault attack – when an attacker causes errors in the key extraction device.
- Bit-flipping attack – when a change in encrypted data occurs (refers to modification of ciphertext in some conditions).
Impact of vulnerability on Bitcoin
If the private key of a Bitcoin address is revealed to an attacker, they gain complete control over all funds associated with that address. This means:
- Ability to issue and sign transactions on behalf of the user.
- Stealing funds without risking identity disclosure.
- Violation of the integrity of financial transactions.
According to experts, key leaks are one of the most common reasons for successful attacks on cryptocurrency wallets, and users often lose their assets without the possibility of returning them.
CVE and official classifications
As of today, private key leaks themselves do not have a single universal CVE number, as vulnerabilities manifest themselves in different components and libraries. However, there are CVEs associated with vulnerabilities that lead to key leaks, such as:
- CVE-2014-2140 – A vulnerability in random number generation in OpenSSL impacts key security.
- CVE-2020-0601 is a vulnerability in Windows certificate handling that indirectly affects cryptographic keys.
- CVE-2025-XXXX (hypothetical, expected, and typical) are recently discovered vulnerabilities in BitcoinJS libraries and others that could lead to the compromise of private keys (e.g. Randstorm attacks).
Specific wallet implementations or infrastructures may also have their own CVEs related to key security flaws.
Example of real attacks
A study of the Randstorm vulnerability showed that due to weak random number generation in the Bitcoin-js libraries, millions of wallets with predictable keys were created (the CVE of the associated patch was closed in 2014). This allowed the potential selection of secret keys and full control over users’ assets. kaspersky
Bit-flipping attacks on crypto-storages (e.g. Bitcoin Core Wallet.dat) using the vulnerability of AES-256-CBC mode also allow to violate the integrity of the storage and can lead to disclosure or modification of keys. pikabu+1
Conclusions and recommendations
- Private key leakage is a critical threat that can only be countered at the software level by strict methods of storing and protecting keys.
- It is necessary to carefully control the output and storage of private data, use secure APIs and hardware storage.
- Keep track of CVEs and updates to the crypto libraries you use.
- Educating developers and users on key security is key.
If necessary, I can provide a detailed analysis of specific CVEs or conduct an analysis of vulnerabilities in the crypto libraries used.
Cryptographic vulnerability
A cryptographic vulnerability involving the leakage of secret or private keys can potentially occur in locations where private keys are printed, logged, or stored or transmitted in an unprotected manner.
In this code, the lines that potentially lead to a private key leak vulnerability are:
- Line 158:
python:print("Private Master key, to create multisig wallet on this machine:\n%s" % hdkey.wif_private())
Here the private key is output to the console (stdout), which can cause a leak if the output is not controlled, for example to log files or shared terminals.

- Line 168:
python:print(wlt.main_key.wif)
When exporting a private wallet key, the key is again output in open form to the console.
- Lines in the function
create_walletin the block for creating additional keys for multi-signature (lines approximately 108-112):
python:passphrase = get_passphrase(args.passphrase_strength, args.yes, args.quiet)
key_list.append(HDKey.from_passphrase(passphrase, network=args.network))
If get_passphrase it prints a security phrase to the console (lines 85-91), then this word is also potentially vulnerable to third-party access.
- In the function
get_passphrase(lines 84-91) the phrase itself is output to the console:
python:print("Passphrase: %s" % passphrase)
This way, when generating keys or using passphrase, they are clearly displayed, which can lead to compromise if the output is configured incorrectly.
Briefly on vulnerable lines:
| Line number | Code | Description of vulnerability |
|---|---|---|
| 85 | print("Passphrase: %s" % passphrase) | Showing passphrase in console, risk of leakage |
| 158 | print("Private Master key...%s" % hdkey.wif_private()) | Outputting the private key to the console |
| 168 | print(wlt.main_key.wif) | Output private key to console when exporting |
| 108-112 | Calling get_passphrase and creating HDKey from passphrase | Risk of leakage of passphrase and generated keys |
Resume
The cryptographic vulnerability in the presented code is mainly due to the fact that private keys and passphrase are output openly to the console (stdout), which can lead to their leakage if used or logged insecurely. A more secure approach would be to avoid outputting private data in cleartext and carefully control access to the output.
To correct
Below is a research paper that provides a comprehensive and informative discussion of how cryptographic vulnerabilities related to private key leaks arise and proposes a secure solution to fix such vulnerabilities. The paper also includes an example of the corrected secure code.
Cryptographic Vulnerabilities Involving Private Key Leaks: Origin, Impact, and Secure Fix
Introduction
In today’s world, where cryptocurrencies and digital assets are gaining widespread adoption, ensuring the security of private keys is becoming a critical task. Private keys are the core of cryptographic protection, and their confidentiality directly affects the protection of digital assets. Leakage or improper handling of private keys leads to serious consequences, including theft of assets and compromise of users.
This article analyzes the main causes of vulnerabilities related to private key leakage, and also describes secure methods and a practical example of fixing vulnerable code.
The emergence of vulnerability: mechanisms and causes
Cryptographic vulnerabilities that lead to leakage of private keys occur mainly due to incorrect processing or display of secret data. Let’s consider the main reasons:
1. Open output of private data
A number of cryptocurrency applications directly output private keys, master keys, or passphrases to the console or log files in plain text. This potentially allows anyone with access to the output or logs to gain access to sensitive data.
For example, in the vulnerable code, the keys and passphrase are printed by print commands, which leads to:
- Loss of privacy when accessing the terminal,
- Clogging logs with secret information,
- Risk of compromise when sharing machines or servers.
2. Insufficient protection of memory and temporary storage of keys
Sometimes developers generate keys or secrets in RAM and do not implement mechanisms to securely erase the data after use. This increases the risk of extracting keys through memory attacks.
3. Poor access control and authentication
Failure to properly authenticate access to key export or display functions exacerbates leak risks by allowing dangerous functionality to be run without control.
Consequences of cryptographic vulnerabilities
Leaking private keys leads to critical consequences:
- Unauthorized access to funds,
- Loss of control over digital assets,
- Compromising user anonymity and security,
- Undermining trust in the system and developers.
History of attacks involving the publication of private keys indicates a high probability of financial losses for users.
Securely Patching Vulnerabilities: Recommendations and Best Practices
Safety principles
- No direct output of private data – private keys and passphrases should never be printed to the public output or stored in logs without proper encryption or protection.
- Encryption and secure storage – sensitive data should be stored encrypted using trusted crypto libraries. Passwords for decryption should be entered interactively by the user and should not be stored in memory longer than necessary.
- Minimize the lifetime of keys in memory – keys should be loaded into memory only when immediately needed and erased after use.
- Access control – operations with private keys should be available only to authorized users and upon special request.
- Auditing and logging – logs should exclude sensitive information to prevent leaks.
An example of a safe fix in the code (based on the vulnerable lines):
Original dangerous line:
pythonprint("Private Master key, to create multisig wallet on this machine:\n%s" % hdkey.wif_private())
Fixed safe option:
pythondef safe_print_private_key(hdkey, output_to, allow_display=False):
if allow_display:
# В продакшене не рекомендуется передавать allow_display=True без строгой проверки
print("Private Master key (handle carefully):\n%s" % hdkey.wif_private(), file=output_to)
else:
print("Private key output disabled for security reasons.", file=output_to)
# Вызов функции в коде
safe_print_private_key(hdkey, output_to, allow_display=False)
Here the private key is not output by default. For temporary testing, you can enable output in a controlled manner.
For passphrase in the generation function (for example, get_passphrase()) the direct output should be removed:
pythondef get_passphrase(strength, interactive=False, quiet=False):
passphrase = Mnemonic().generate(strength)
# Вывод пасспhrase убран, передача и хранение проводится через безопасные каналы
if not quiet and interactive:
print("Passphrase generated. Please back it up securely.")
confirmation = input("\nType 'yes' if you understood and backed up your key: ")
if confirmation.lower() != 'yes':
print("Exiting...")
sys.exit()
return passphrase
This ensures that the passphrase is not output directly without the user’s need and confirmation.
Additional measures:
- Use hardware security (HSM, TPM) to store keys.
- Backup and restore via secure channels.
- Introducing a policy of rotation and revocation of keys when compromise is suspected.
Conclusion
Vulnerabilities based on improper handling of private keys and passphrases are among the most serious security threats to cryptocurrency systems. The main source of vulnerabilities is the open output of secret information to the console or logs. Secure practices, including disabling output, encryption, access control, and minimizing the time keys remain in memory, significantly reduce the risks.
The given example of code correction demonstrates a simple but effective approach to eliminating such vulnerabilities. Following the recommendations and implementing multi-level protection of private data will minimize threats and significantly increase the security of cryptosystems.
RESULTS
In conclusion, it should be emphasized that the critical vulnerability associated with the leakage of private keys in the Bitcoin ecosystem is one of the most dangerous and pernicious threats to the security of cryptocurrency systems. A leaked private key automatically gives the attacker full control over the funds at the corresponding address, allowing unauthorized transactions and leading to irreversible loss of assets. This attack, scientifically called Key Exfiltration Attack, is considered one of the central risks that the entire crypto infrastructure must counter.
Practical examples of such attacks include not only erroneous key generation, but also their uncontrolled output to the log or console, vulnerabilities in cryptographic signature protocols, as well as hardware and software bugs in the security of the key storage. In some cases, such vulnerabilities receive official CVE identifiers, which emphasizes their seriousness and the need for urgent elimination.
To ensure strong protection against such threats, a comprehensive approach is required: strict control over the handling of private keys, refusal to make sensitive data publicly available, use of proven crypto libraries and hardware security modules, as well as regular software updates. Only such an approach can minimize the risks of attacks, maintain the integrity and trust in the Bitcoin network, and protect users from financial losses.
Thus, the private key leak vulnerability is a fundamental challenge facing the cryptocurrency development and security community, and its timely detection, analysis, and remediation are critical to maintaining the reliability of the entire decentralized financial ecosystem.
Critical Block Caching Vulnerability and Cache Poisoning Attack Threat in Bitcoin Network: Analysis and Implications for Cryptocurrency Security — Blockchain systems are classified as Cache Poisoning Attack — an attack in which an attacker injects malicious or false data into the caching mechanism.
Impact of Critical Block Caching Vulnerability on Bitcoin Cryptocurrency Security: Scientific Analysis and CVE Compliance
Introduction
Bitcoin, as a decentralized cryptocurrency, relies on unquestionable cryptographic principles to ensure the security and integrity of blockchain data. A key security factor is the correct verification of the cryptographic properties of each block and transactions that make up the chain. Violation of these checks can lead to serious attacks that threaten the integrity and stability of the system.
This article discusses the critical vulnerability associated with the use of an incorrectly verified block cache (cache poisoning) and its impact on the Bitcoin network. It presents a scientific classification of the attack and checks for its presence in the international CVE (Common Vulnerabilities and Exposures) registry.
How Vulnerability Affects Bitcoin Security
Attack Mechanism: Cache Poisoning
In this example, the vulnerability occurs because the application retrieves blocks from the cache without properly checking the block’s hash and cryptographic integrity. If an attacker can inject a fake block into the cache, a Cache Poisoning attack occurs , in which:
- applications receive falsified blockchain data;
- further actions that depend on the block (such as verifying transactions or calculating balances) will be based on false information;
- there is a risk of consensus being broken if this data leaks into the wider network or impacts other nodes;
- A double spending attack may be initiated, or invalid transactions may be created and then accepted.
Impact on the Bitcoin network
The consequences of such vulnerability can be catastrophic:
- Violation of trust in nodes using a vulnerable client.
- Potential chain reaction of bad data if it gets into the mempool or is propagated across peers.
- Errors in working with confirmations and consensus.
- Possibility of complex attacks that can be combined with other known vulnerabilities.
Scientific name of the attack
Similar vulnerabilities in cryptography and blockchain systems are classified as Cache Poisoning Attacks, where an attacker injects malicious or false data into the caching mechanism. In the context of a blockchain network, this is an attack with the substitution of blocks or blockchain data in local caches.
In a broader cryptographic and software sense, an attack can have specifications such as:
- Cache Poisoning;
- Data Integrity Attack;
- Block Hash Mismatch Exploit .
Existing CVEs related to similar Bitcoin vulnerabilities
Based on the analysis of public CVE and Bitcoin databases available in 2025, a vulnerability identical in nature to the one described above – that is, capable of causing problems through forgery of cached block data and violation of cryptographic verification – is not clearly identified. However, similar and closely related threats are described in a number of CVEs for Bitcoin Core:
- CVE-2012-2459 – A vulnerability exists where a valid block can be mutated into an invalid block that is cached and causes subsequent valid blocks to be rejected, leading to a network split.
- CVE-2014-0160 (Heartbleed) and other CVEs addressed memory protection issues leading to cryptographic key leaks, which is indirectly related to data trust.
- Several vulnerabilities involve denial of service and mempool data manipulation (e.g. CVE-2024-52913).
There is no direct CVE named “Bitcoin block cache poisoning” in the public lists (MITRE, NVD, CVE Details) for 2025, but the vulnerability classification will be included in the categories:
- CWE-494: Download of Code Without Integrity Check
- CWE-347: Improper Verification of Cryptographic Signature
New CVEs may be assigned as serious incidents and patches occur that use the described practices.
Conclusions and recommendations
- A critical vulnerability in the improper validation of cached blocks in the Bitcoin client will facilitate Cache Poisoning attacks that could undermine the cryptographic integrity of data and compromise the network.
- There is no exact CVE that describes the exact combination of this vulnerability using Bitcoin cache, but it is close to known vulnerabilities registered under CVE-2012-2459 and related.
- To prevent attacks, it is necessary to strictly check all block data when retrieving it from the cache, verify hashes, perform cryptographic validation, and apply secure cache handling methods (see the example of a fix in the previous article).
- It is recommended to keep up to date with security updates for Bitcoin Core and third-party libraries to ensure prompt availability of fixes and recommendations.
If you need additional technical analysis, help with analysis, or finding the latest CVEs, you can always conduct a deep audit and monitoring of the Bitcoin project’s security change branches.
Cryptographic vulnerability
The presented code does not directly show cryptographic vulnerability, since it is code for interaction with Bitcoin JSON-RPC via a client and cache, without explicit cryptographic operations (creation or verification of signatures, key generation, etc.).
However, if we consider the potential vulnerability, the most critical point here is the use of a cache with the method getUnchecked() from cacheFacade.block(). This method probably gets a block from the cache or from an external source, but without exception handling or integrity checking.
Lines that raise suspicion:
javaBlock block0 = cacheFacade.block().getUnchecked(genesisBlockHash);
...
Block blockBest = cacheFacade.block().getUnchecked(blockChainInfo.getBestBlockHash());
If getUnchecked() there is no proper verification of the authenticity and integrity of blocks (for example, checking the hash or digital signature of the block), there is a risk of using counterfeit or modified data, which is a cryptographic vulnerability.

Conclusion
A cryptographic vulnerability may have appeared in both lines with the call:
javaBlock block0 = cacheFacade.block().getUnchecked(genesisBlockHash);
Block blockBest = cacheFacade.block().getUnchecked(blockChainInfo.getBestBlockHash());
The reason is the lack of data authentication, which potentially allows the use of corrupted or counterfeit blocks.
If you need specifics on a vulnerability in cryptography, you need to look at the method code getUnchecked() and the processing of cryptographic checks inside Block and CacheFacade.
To correct
Below is an extensive research paper that explains the nature of the vulnerability in block cache handling in blockchain applications, the reasons for its occurrence, and also suggests a safe fix with sample code to prevent attacks.
Analysis of cryptographic vulnerability in block cache handling of blockchain clients and methods of secure fixing
Introduction
Modern blockchain systems, such as Bitcoin, rely on cryptographic mechanisms to ensure that the blockchain data is securely protected from counterfeiting and unauthorized modification. To improve performance, many clients use block caching, which minimizes the number of requests to a full node and speeds up application performance. However, improper use of the cache without proper verification of the integrity and authenticity of blocks can lead to the introduction of cryptographic vulnerabilities that can compromise the security of the entire system.
The example of the analyzed code for interaction with Bitcoin JSON-RPC and cache cacheFacade.block().getUnchecked(hash) reveals a potential vulnerability: the lack of reliable verification of the authenticity of block data obtained from the cache creates the possibility of attacks with the introduction of fake or damaged blocks. This article examines the mechanisms of this vulnerability, describes the potential consequences, and presents an example of a safe fix with recommendations for preventing similar problems in the future.
The nature of vulnerability and the conditions of its occurrence
Unauthorized use of cached blocks
getUnchecked() The block cache method often involves quickly retrieving a block without deep error checking. If the cache stores data in memory or local storage, and there is no strict cryptographic verification during the process of replenishing or updating it, then:
- An attacker or a bug in the data source could inject a tampered block.
- The signature or block hash verification may be skipped, allowing invalid data to be accepted.
- Using such a block leads to errors in the application logic, up to and including the violation of the integrity of the blockchain.
No cryptographic integrity check
The cryptographic hashing function (in Bitcoin it is SHA-256 double hashing) and the digital signature of each block ensure the immutability of the data. When retrieving any block from the cache, it is necessary to:
- Check that the block hash matches its identifier (the block’s SHA256 must match the hash passed as a key).
- Check the block structure and the correctness of cryptographic signatures (if applicable).
The absence of these checks leads to the possibility of attacks with the role of an “evil” party replacing block data for further use and conducting operations based on unreliable information.
Consequences of vulnerability
- Breaking the consensus of the network if a fake block is used locally.
- Potential for double-spending attacks.
- Trust in the system is lost because data can be changed without being noticed.
- The vulnerability may become a vector for exploiting other bugs, including attacks on the cryptographic signature of transactions and the creation of invalid transactions.
A reliable and safe way to fix the vulnerability
Basic principles
To eliminate vulnerabilities in working with block cache, it is necessary:
- Strict data validation when retrieving a block from the cache. This includes checking the block hash against the cache key, as well as checking the structure and all embedded cryptographic elements of the block itself.
- Cache update only based on verified and authentic data. New blocks are added to the cache only after their validity has been fully verified by the client.
- Handling exceptions and errors when working with cache. Using methods that return errors, rather than the method
getUnchecked()that can hide errors.
Example of corrected code
javaimport java.security.GeneralSecurityException;
public Block getBlockSafely(Sha256Hash blockHash, CacheFacade cacheFacade, BitcoinClient bitcoinClient) throws IOException, GeneralSecurityException {
// Попытка получить блок из кэша
Block cachedBlock = cacheFacade.block().get(blockHash);
if (cachedBlock == null) {
// Если блока нет, загрузить из Bitcoin RPC
Block loadedBlock = bitcoinClient.getBlock(blockHash);
// Выполнить проверку целостности: сравнить хеш загруженного блока с ожидаемым
if (!loadedBlock.getHash().equals(blockHash)) {
throw new GeneralSecurityException("Hash mismatch - block data corrupted or tampered");
}
// Проверка криптографических подписей блока (если применимо)
// Например, можно добавить специализированный метод validateBlockCryptography(loadedBlock)
// который проверит подписи транзакций и прочие элементы безопасности
boolean valid = validateBlockCryptography(loadedBlock);
if (!valid) {
throw new GeneralSecurityException("Block cryptographic validation failed");
}
// Кэширование проверенного блока
cacheFacade.block().put(blockHash, loadedBlock);
return loadedBlock;
} else {
// В случае получения блока из кэша - дополнительно проверить хеш
if (!cachedBlock.getHash().equals(blockHash)) {
throw new GeneralSecurityException("Cached block hash mismatch - possible cache poisoning");
}
// Можно по желанию повторно проверить криптографические атрибуты
if (!validateBlockCryptography(cachedBlock)) {
throw new GeneralSecurityException("Cached block cryptographic validation failed");
}
return cachedBlock;
}
}
// Пример stub-метода для криптографической проверки блока
private boolean validateBlockCryptography(Block block) {
// Проверить цифровые подписи каждой транзакции
// Проверить корректность структуры блока
// Проверить отсутствия нарушения правил консенсуса
// Возвращаем true, если все проверки пройдены
return true;
}
Explanation of the solution
- The method
getBlockSafelyreplaces the use ofgetUncheckedby returning the block only when fully checked. - The hash of the loaded block is checked against the expected one to prevent spoofing.
- For security, the ability to perform advanced cryptographic block verification has been added.
- The cache is updated only after all checks have been passed.
- When errors occur, exceptions are thrown to ensure control over the outcome of operations.
Recommendations for preventing such vulnerabilities
- Use strongly typed methods with error handling when working with external data.
- Implement cryptographic verification of all data when it is accepted into the cache.
- Use secure libraries and practices in cryptographic validation.
- Conduct regular code audits and testing for possible attack vectors.
- Train developers in the proper implementation and use of cryptographic mechanisms.
Conclusion
A cryptographic vulnerability associated with the insecure use of the block cache can lead to significant losses in the security of the blockchain system. Incorrect handling of block data, including the lack of verification of hashes and cryptographic signatures, opens the way for block substitution attacks.
The proposed solution at the code level demonstrates how to implement strict integrity and authenticity checks of blocks when retrieving from the cache, which significantly increases the system’s resistance to attackers. In addition, it is recommended to apply a systematic approach to security with regular checks and adherence to best cryptographic security practices.
Thus, an integrated approach will ensure reliable protection of blockchain data, while maintaining trust and stability of the entire ecosystem.
RESULTS:
The final conclusion for the article can be written as follows:
Final conclusion
This paper examines in detail a critical vulnerability associated with incorrect processing and validation of block data when working with the cache in the Bitcoin client. The lack of strict verification of hashes and cryptographic integrity of blocks when retrieving from the cache creates a serious opportunity for an attack such as Cache Poisoning. This vulnerability allows an attacker to inject fake or corrupted blocks into the local memory of the client, which undermines the fundamental security of the Bitcoin network.
Such an attack directly threatens the Bitcoin cryptocurrency by breaking consensus, potentially allowing double spending, and undermining trust in the system. Since the Bitcoin network relies on the immutability and verifiability of blocks, the ability to bypass these checks by failing to properly validate the cache poses an existential threat.
Scientifically, this vulnerability is classified as a Cache Poisoning Attack, which in the context of cryptocurrencies and blockchain systems becomes especially dangerous due to interference with the principles of data integrity. Although there is no exact assigned CVE number for this vector at the moment, this problem belongs to the classes CWE-494 (data download without integrity verification) and CWE-347 (insufficient cryptographic signature verification).
Finally, preventing this threat requires implementing strict integrity check procedures for each block before caching and using it, including hash verification and cryptographic validation. Collective efforts of developers and security researchers should be aimed at timely detection of such vulnerabilities and strengthening the protection mechanisms of cryptocurrency systems.
Thus, the described vulnerability and the associated dangerous attack represent a serious challenge to Bitcoin security that requires immediate attention and a comprehensive solution to ensure the resilience and trust in the cryptocurrency infrastructure.
This conclusion focuses on the scale of the vulnerability and its critical importance to Bitcoin security, backs it up with scientific terminology, and emphasizes the need for a fix and subsequent security monitoring.
- https://cryptodeep.ru/whitebox-attack/
- https://forklog.com/news/ai/iskusstvennyj-intellekt-slil-zakrytye-klyuchi-ot-kriptokoshelkov
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Sources:
- Analysis of Private Key Leaks and Key Exfiltration Attacks in Cryptocurrencies forklog+2
- Classification of cryptographic attacks and CVE pikabu+1
- Practical examples of vulnerabilities and consequences in Bitcoin wallets cyberleninka
This conclusion reflects the essence of the vulnerability, its danger, and scientifically proven measures for future protection, clearly concluding the article with a serious focus on the security of Bitcoin and the ecosystem as a whole. bits+2
- https://forum.bits.media/index.php?%2Fblogs%2Fentry%2F3526-private-key-debug-%D0%BD%D0%B5%D0%BA%D0%BE%D1%80%D1%80%D0%B5%D0%BA%D1%82%D0%BD%D0%B0%D1%8F-%D0%B3%D0%B5%D0%BD%D0%B5%D1%80%D0%B0%D1%86%D0%B8%D1%8F- %D0%BF%D1%80%D0%B8%D0%B2%D0%B0%D1%82%D0%BD%D1%8B%D1%85-%D0%BA%D0%BB%D1%8E%D1%87%D0%B5%D0%B9-%D1%81%D0% B8%D1%81%D1%82%D0%B5%D0%BC%D0%BD%D1%8B%D0%B5-%D1%83%D1%8F%D0%B7%D0%B2%D0%B8%D0%BC%D0%BE%D1%81%D1%82%D0% B8-%D0%B8-%D0%BE%D1%88%D0%B8%D0%B1%D0%BA%D0%B8-%D0%B2-%D0%B2%D1%8B%D1%87%D0%B8%D1%81%D0%BB%D0%B5%D0%BD %D0%B8%D0%B8-%D0%BF%D0%BE%D1%80%D1%8F%D0%B4%D0%BA%D0%B0-%D1%8D%D0%BB%D0%BB%D0%B8%D0%BF%D1%82%D0%B8%D1%8 7%D0%B5%D1%81%D0%BA%D0%BE%D0%B9-%D0%BA%D1%80%D0%B8%D0%B2%D0%BE%D0%B9-secp256k1-%D1%83%D0%B3%D1%80%D0%BE %D0%B7%D1%8B-%D0%B4%D0%BB%D1%8F-%D1%8D%D0%BA%D0%BE%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC%D1%8B-bitcoin%2F
- https://polynonce.ru/%D0%BA%D0%B0%D0%BA-%D0%BF%D1%80%D0%BE%D0%B8%D1%81%D1%85%D0%BE%D0%B4%D0%B8%D1%82-%D0%B2%D0%BE%D1%81%D1%81%D1%82%D0%B0%D0%BD%D0%BE%D0%B2%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5-%D1%83%D1%82%D0%B5%D1%80%D1%8F/
- https://habr.com/ru/articles/771980/
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- https://pikabu.ru/story/private_key_debug_nekorrektnaya_generatsiya_privatnyikh_klyuchey_sistemnyie_uyazvimosti_bitkoina_chast_1_12755765
- https://habr.com/ru/articles/430240/
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