Phantom Nonce: A Fatal ECDSA Vulnerability and Private Key Recovery for Lost Bitcoin Wallets. A critical ECDSA vulnerability as a signature attack threatens the security and value of the Bitcoin cryptocurrency.

17.09.2025

92btcd/blob/v2_transport/btcec/ecdsa/signature_test.go

Phantom Nonce: A fatal attack on ECDSA signatures

The basic idea of ​​the attack:
In a vulnerable ECDSA implementation (for example, in btcd, where immediate verification is not performed after signature generation), the attacker introduces a “phantom” nonce—a specially constructed or corrupted value of  k that results in an invalid signature component. The client or node perceives such a signature as legitimate, and it passes verification, although in fact it conceals a key flaw.

A critical vulnerability in the ECDSA algorithm, discovered in the implementation of digital signature processing for the Bitcoin cryptocurrency, poses a direct and widespread threat to the security of the entire ecosystem. Even a single invalid signature, passed without proper verification, becomes the key to compromising private keys, paving the way for an attack like

Digital Signature Forgery

and a complete collapse of trust in the system.

The very fact that the security of blockchain funds depends not only on the strength of the algorithm but also on the quality of its implementation highlights the fragility of modern cryptographic systems. A validation vulnerability—whether due to deserialization errors, parameter generation errors, or nonce reuse—instantly translates into the possibility of mass asset theft, transaction forgery, and the destruction of the very essence of decentralized trust.


Critical ECDSA Vulnerability: Fatal Signature Attack Threatens Bitcoin Cryptocurrency Security and Funds


The danger of the discovered ECDSA vulnerability, its direct connection to the threat to funds and the entire Bitcoin system, highlights the specific nature of the attacker’s activity—compromising digital signatures, which underpin the security of the crypto-blockchain.


Research paper: Impact of critical ECDSA signature vulnerability on attack against Bitcoin cryptocurrency

The security of the Bitcoin cryptocurrency directly relies on the strength of the ECDSA (Elliptic Curve Digital Signature Algorithm) digital signature algorithm. A critical vulnerability in a weak implementation of the ECDSA signature can lead to the compromise of private keys, and consequently, to the complete loss of control over funds. Particularly dangerous are flaws related to incorrect signature processing, lack of signature validation, or serialization errors—such bugs pave the way for new attacks on Bitcoin users and infrastructure. github+2


How does vulnerability arise?

The vulnerability in question is related to the processing of invalid digital signatures or ECDSA signature serialization/deserialization errors. The main scenarios for its occurrence include:

  • Generation or reception of a signature where the rrr and/or sss parameters are outside the acceptable range (for example, equal to zero, which is unacceptable according to the standard), or where there is no strict verification of the signature’s correctness at the code or protocol level. cryptomathic
  • Serialization and deserialization of an ECDSA signature with errors leading to the fact that an incorrect (or specially constructed by an attacker) signature can be recognized as valid – the so-called  DeserializeSignature  vulnerability. habr+1

Impact on the attack against Bitcoin

Main consequences:

  • An attacker can generate fake signatures that a Bitcoin Core client or node will accept as valid (for example, if signature verification is poorly implemented or not performed at all).
  • This makes it possible to forge transactions, steal funds, double-spend, or create DoS attacks (paralyze the operation of the network/nodes by processing erroneous transactions).
  • A complete compromise of private keys is also possible if serialization/deserialization errors occur in signature processing (for example, if two signatures with the same nonce are generated for the same transaction, allowing the private key to be calculated through cryptanalysis). ssldragon

Scientific name of the attack

The correct scientific name for this attack is Digital Signature Forgery Attack , or in more specific terminology –  Fault Injection Attack ,  Signature Forgery via Malformed Serialization ,  Nonce Reuse Private Key Extraction Attack . pmc.ncbi.nlm.nih+3


CVE identifiers for this vulnerability

The vulnerability has been officially recorded in the international CVE databases; the most relevant numbers and examples are:

  • CVE-2025-27840 : Private key generation and serialization errors lead to private key recovery and Bitcoin theft (Electrum wallet and related implementations). keyhunters
  • CVE-2022-21449 : A signature verification error in the Java ECDSA implementation allows signatures with null components to be accepted. cryptomathic
  • CVE-2022-34716 ,  CVE-2024-42461 : Confirmed BER/DER signature handling issues and the risk of attacks via malformed signatures. attacksafe+1
  • Specific research points to  the DeserializeSignature  bug as a similar vulnerability for Bitcoin. github+1

Attack mechanism: briefly

  1. The attacker either generates an invalid signature (for example, where r=0, s=0) or exploits a serialization bug by transmitting an invalid ECDSA signature value to the network.
  2. The vulnerable node incorrectly verifies the signature and considers it valid.
  3. A transaction with a forged signature is initiated – possible theft of funds, double-spend, or node overload to the point of failure (DoS).
  4. If the nonce is repeated or generated incorrectly, it becomes possible to cryptanalytically recover the private key.

Scientific terms used to describe the attack

  • Digital Signature Forgery (DSF)
  • Fault Injection Attack (FIA)
  • DeserializeSignature Vulnerability
  • Nonce Reuse Attack
  • Signature Malleability Exploit

Conclusion

A critical vulnerability in ECDSA signature processing directly threatens the entire Bitcoin cryptocurrency infrastructure. Its scientific description is a digital signature forgery (DSF) attack, or fault injection attack. The issue is officially reflected in numerous CVEs (e.g., CVE-2025-27840, CVE-2022-21449, CVE-2022-34716, CVE-2024-42461). Without strict signature verification, such bugs could lead to complete loss of funds and the destruction of trust in the system. keyhunters+3


It is recommended to always follow digital signature validation standards, regularly update your software, and check for similar vulnerabilities in your wallets and nodes!


Cryptographic vulnerability

92btcd/blob/v2_transport/btcec/ecdsa/signature_test.go

Analysis of cryptographic vulnerabilities in ECDSA code

After a detailed analysis of the provided btcsuite ECDSA code, I have identified several  potential cryptographic vulnerabilities that could lead to the leakage of secret and private keys.

Critical vulnerabilities were found in the following lines:

1. Line 508: No signature verification after generation  

⚠️  HIGH RISK

Vulnerability:  The functions  Sign() lack immediate verification of the created signature.

Attack type:  Fault Injection Attack github+1

Leak mechanism:  If a bit error occurs during signature generation (due to radiation, electromagnetic interference, or hardware failure), the corrupted signature can reveal the private key. github

The mathematical basis of the vulnerability:
If the signature  (r, s) contains an error in  s, then given two signatures of the same message (correct and corrupted), the private key  d can be calculated:

text:

d = (s₁ × k - s₂ × k) / (s₁ - s₂) × r⁻¹ mod n

2. Lines 507-517: Using crypto/rand without entropy checking  

⚠️  MEDIUM RISK

Vulnerability:

go:

func testSignCompact(t *testing.T, tag string, curve *btcec.KoblitzCurve, data []byte, isCompressed bool) {
// ...
_, err := rand.Read(data) // <- Потенциальная уязвимость
}

Attack Type:  Weak Randomness Attack not so secure +1

Problem:  The code relies on a system PRNG ( crypto/rand) without entropy quality checks. In embedded systems or virtual environments, this can lead to weak randomness .

Consequences:  Predictable nonce values, leading to leakage of private keys through mathematical analysis.

92btcd/blob/v2_transport/btcec/ecdsa/signature_test.go
https://github.com/keyhunters/btcd/blob/v2_transport/btcec/ecdsa/signature_test.go

3. Lines 38-280: Static test vectors  

⚠️  MEDIUM RISK

Vulnerability:

go:

var signatureTests = []signatureTest{
// Жестко заданные тестовые данные
sig: []byte{0x30, 0x44, 0x02, 0x20, 0x4e, 0x45, ...}
}

Problem:  Using only predefined test vectors may not reveal problems with random value generation in real-world conditions stackoverflow

4. Lines 656-721: Deterministic nonces (RFC6979)  

⚠️  LOW RISK

Potential issue:  While RFC6979 is a secure standard, improper implementation of deterministic nonce generation can create predictable values. bitcointalk+2

Historical examples of similar vulnerabilities:

Suggestions for correction:

  1. Add signature verification:  After each  Sign() call  Verify() to check the correctness
  2. Entropy Check:  Implement Quality Control for a System PRNG
  3. Dynamic Tests:  Add tests with random values
  4. Fault injection protection:  Use redundant signing and results comparison

ecdsa_vulnerability_analysis.csv


Conclusion:  The greatest danger is the lack of signature verification after generation, which makes the system vulnerable to fault injection attacks with the possibility of complete compromise of private keys.

🔍 Vulnerability Analysis Process:

  • Identifying failure points in code
  • Mathematical analysis of cryptographic primitives
  • Assessing the risk of private key leakage

⚠️ Critical points:

  • Lack of signature verification after generation
  • Potential fault injection attacks
  • The weakness of sources of randomness

🛡️ Protective measures:

  • Immediate verification of signatures
  • Entropy quality control
  • Redundant signing mechanisms

These diagrams clearly demonstrate why the discovered vulnerability of  not verifying signatures after generation  is critical to the security of Bitcoin and other cryptocurrency systems that use ECDSA.


Phantom Nonce: A Fatal ECDSA Vulnerability and Private Key Recovery for Lost Bitcoin Wallets. A critical ECDSA vulnerability as a signature attack threatens the security and value of the Bitcoin cryptocurrency.

Dockeyhunt Cryptocurrency Price

Successful Recovery Demonstration: 30.28196770 BTC Wallet

Case Study Overview and Verification

The research team at CryptoDeepTech successfully demonstrated the practical impact of vulnerability by recovering access to a Bitcoin wallet containing 30.28196770 BTC (approximately $3807200.38 at the time of recovery). The target wallet address was 158zPR3H2yo87CZ8kLksXhx3irJMMnCFAN, a publicly observable address on the Bitcoin blockchain with confirmed transaction history and balance.

This demonstration served as empirical validation of both the vulnerability’s existence and the effectiveness of Attack methodology.


Phantom Nonce: A Fatal ECDSA Vulnerability and Private Key Recovery for Lost Bitcoin Wallets. A critical ECDSA vulnerability as a signature attack threatens the security and value of the Bitcoin cryptocurrency.

www.btcseed.ru


The recovery process involved methodical application of exploit to reconstruct the wallet’s private key. Through analysis of the vulnerability’s parameters and systematic testing of potential key candidates within the reduced search space, the team successfully identified the valid private key in Wallet Import Format (WIF): 5KaptVJn3kE7kXQ6uGphP5MmEFiqi8CYq5j8wP7ErzStzJVk3tA

This specific key format represents the raw private key with additional metadata (version byte, compression flag, and checksum) that allows for import into most Bitcoin wallet software.


Phantom Nonce: A Fatal ECDSA Vulnerability and Private Key Recovery for Lost Bitcoin Wallets. A critical ECDSA vulnerability as a signature attack threatens the security and value of the Bitcoin cryptocurrency.

www.bitcolab.ru/bitcoin-transaction [WALLET RECOVERY: $ 3807200.38]


Technical Process and Blockchain Confirmation

The technical recovery followed a multi-stage process beginning with identification of wallets potentially generated using vulnerable hardware. The team then applied methodology to simulate the flawed key generation process, systematically testing candidate private keys until identifying one that produced the target public address through standard cryptographic derivation (specifically, via elliptic curve multiplication on the secp256k1 curve).


Phantom Nonce: A Fatal ECDSA Vulnerability and Private Key Recovery for Lost Bitcoin Wallets. A critical ECDSA vulnerability as a signature attack threatens the security and value of the Bitcoin cryptocurrency.

BLOCKCHAIN MESSAGE DECODER: www.bitcoinmessage.ru


Upon obtaining the valid private key, the team performed verification transactions to confirm control of the wallet. These transactions were structured to demonstrate proof-of-concept while preserving the majority of the recovered funds for legitimate return processes. The entire process was documented transparently, with transaction records permanently recorded on the Bitcoin blockchain, serving as immutable evidence of both the vulnerability’s exploitability and the successful recovery methodology.


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

Cryptographic analysis tool is designed for authorized security audits upon Bitcoin wallet owners’ requests, as well as for academic and research projects in the fields of cryptanalysis, blockchain security, and privacy — including defensive applications for both software and hardware cryptocurrency storage systems.


CryptoDeepTech Analysis Tool: Architecture and Operation

Tool Overview and Development Context

The research team at CryptoDeepTech developed a specialized cryptographic analysis tool specifically designed to identify and exploit vulnerability. This tool was created within the laboratories of the Günther Zöeir research center as part of a broader initiative focused on blockchain security research and vulnerability assessment. The tool’s development followed rigorous academic standards and was designed with dual purposes: first, to demonstrate the practical implications of the weak entropy vulnerability; and second, to provide a framework for security auditing that could help protect against similar vulnerabilities in the future.

The tool implements a systematic scanning algorithm that combines elements of cryptanalysis with optimized search methodologies. Its architecture is specifically designed to address the mathematical constraints imposed by vulnerability while maintaining efficiency in identifying vulnerable wallets among the vast address space of the Bitcoin network. This represents a significant advancement in blockchain forensic capabilities, enabling systematic assessment of widespread vulnerabilities that might otherwise remain undetected until exploited maliciously.


Technical Architecture and Operational Principles

The CryptoDeepTech analysis tool operates on several interconnected modules, each responsible for specific aspects of the vulnerability identification and exploitation process:

  1. Vulnerability Pattern Recognition Module: This component identifies the mathematical signatures of weak entropy in public key generation. By analyzing the structural properties of public keys on the blockchain, it can flag addresses that exhibit characteristics consistent with vulnerability.
  2. Deterministic Key Space Enumeration Engine: At the core of the tool, this engine systematically explores the reduced keyspace resulting from the entropy vulnerability. It implements optimized search algorithms that dramatically reduce the computational requirements compared to brute-force approaches against secure key generation.
  3. Cryptographic Verification System: This module performs real-time verification of candidate private keys against target public addresses using standard elliptic curve cryptography. It ensures that only valid key pairs are identified as successful recoveries.
  4. Blockchain Integration Layer: The tool interfaces directly with Bitcoin network nodes to verify addresses, balances, and transaction histories, providing contextual information about vulnerable wallets and their contents.

The operational principles of the tool are grounded in applied cryptanalysis, specifically targeting the mathematical weaknesses introduced by insufficient entropy during key generation. By understanding the precise nature of the ESP32 PRNG flaw, researchers were able to develop algorithms that efficiently navigate the constrained search space, turning what would normally be an impossible computational task into a feasible recovery operation.


#Source & TitleMain VulnerabilityAffected Wallets / DevicesCryptoDeepTech RoleKey Evidence / Details
1CryptoNews.net

Chinese chip used in bitcoin wallets is putting traders at risk
Describes CVE‑2025‑27840 in the Chinese‑made ESP32 chip, allowing
unauthorized transaction signing and remote private‑key theft.
ESP32‑based Bitcoin hardware wallets and other IoT devices using ESP32.Presents CryptoDeepTech as a cybersecurity research firm whose
white‑hat hackers analyzed the chip and exposed the vulnerability.
Notes that CryptoDeepTech forged transaction signatures and
decrypted the private key of a real wallet containing 10 BTC,
proving the attack is practical.
2Bitget News

Potential Risks to Bitcoin Wallets Posed by ESP32 Chip Vulnerability Detected
Explains that CVE‑2025‑27840 lets attackers bypass security protocols
on ESP32 and extract wallet private keys, including via a Crypto‑MCP flaw.
ESP32‑based hardware wallets, including Blockstream Jade Plus (ESP32‑S3),
and Electrum‑based wallets.
Cites an in‑depth analysis by CryptoDeepTech and repeatedly quotes
their warnings about attackers gaining access to private keys.
Reports that CryptoDeepTech researchers exploited the bug against a
test Bitcoin wallet with 10 BTC and highlight risks of
large‑scale attacks and even state‑sponsored operations.
3Binance Square

A critical vulnerability has been discovered in chips for bitcoin wallets
Summarizes CVE‑2025‑27840 in ESP32: permanent infection via module
updates and the ability to sign unauthorized Bitcoin transactions
and steal private keys.
ESP32 chips used in billions of IoT devices and in hardware Bitcoin
wallets such as Blockstream Jade.
Attributes the discovery and experimental verification of attack
vectors to CryptoDeepTech experts.
Lists CryptoDeepTech’s findings: weak PRNG entropy, generation of
invalid private keys, forged signatures via incorrect hashing, ECC
subgroup attacks, and exploitation of Y‑coordinate ambiguity on
the curve, tested on a 10 BTC wallet.
4Poloniex Flash

Flash 1290905 – ESP32 chip vulnerability
Short alert that ESP32 chips used in Bitcoin wallets have serious
vulnerabilities (CVE‑2025‑27840) that can lead to theft of private keys.
Bitcoin wallets using ESP32‑based modules and related network
devices.
Relays foreign‑media coverage of the vulnerability; implicitly
refers readers to external research by independent experts.
Acts as a market‑news pointer rather than a full analysis, but
reinforces awareness of the ESP32 / CVE‑2025‑27840 issue among traders.
5X (Twitter) – BitcoinNewsCom

Tweet on CVE‑2025‑27840 in ESP32
Announces discovery of a critical vulnerability (CVE‑2025‑27840)
in ESP32 chips used in several well‑known Bitcoin hardware wallets.
“Several renowned Bitcoin hardware wallets” built on ESP32, plus
broader crypto‑hardware ecosystem.
Amplifies the work of security researchers (as reported in linked
articles) without detailing the team; underlying coverage credits
CryptoDeepTech.
Serves as a rapid‑distribution news item on X, driving traffic to
long‑form articles that describe CryptoDeepTech’s exploit
demonstrations and 10 BTC test wallet.
6ForkLog (EN)

Critical Vulnerability Found in Bitcoin Wallet Chips
Details how CVE‑2025‑27840 in ESP32 lets attackers infect
microcontrollers via updates, sign unauthorized transactions, and
steal private keys.
ESP32 chips in billions of IoT devices and in hardware wallets
like Blockstream Jade.
Explicitly credits CryptoDeepTech experts with uncovering the flaws,
testing multiple attack vectors, and performing hands‑on exploits.
Describes CryptoDeepTech’s scripts for generating invalid keys,
forging Bitcoin signatures, extracting keys via small subgroup
attacks, and crafting fake public keys, validated on a
real‑world 10 BTC wallet.
7AInvest

Bitcoin Wallets Vulnerable Due To ESP32 Chip Flaw
Reiterates that CVE‑2025‑27840 in ESP32 allows bypassing wallet
protections and extracting private keys, raising alarms for BTC users.
ESP32‑based Bitcoin wallets (including Blockstream Jade Plus) and
Electrum‑based setups leveraging ESP32.
Highlights CryptoDeepTech’s analysis and positions the team as
the primary source of technical insight on the vulnerability.
Mentions CryptoDeepTech’s real‑world exploitation of a 10 BTC
wallet and warns of possible state‑level espionage and coordinated
theft campaigns enabled by compromised ESP32 chips.
8Protos

Chinese chip used in bitcoin wallets is putting traders at risk
Investigates CVE‑2025‑27840 in ESP32, showing how module updates
can be abused to sign unauthorized BTC transactions and steal keys.
ESP32 chips inside hardware wallets such as Blockstream Jade and
in many other ESP32‑equipped devices.
Describes CryptoDeepTech as a cybersecurity research firm whose
white‑hat hackers proved the exploit in practice.
Reports that CryptoDeepTech forged transaction signatures via a
debug channel and successfully decrypted the private key of a
wallet containing 10 BTC, underscoring their advanced
cryptanalytic capabilities.
9CoinGeek

Blockstream’s Jade wallet and the silent threat inside ESP32 chip
Places CVE‑2025‑27840 in the wider context of hardware‑wallet
flaws, stressing that weak ESP32 randomness makes private keys
guessable and undermines self‑custody.
ESP32‑based wallets (including Blockstream Jade) and any DIY /
custom signers built on ESP32.
Highlights CryptoDeepTech’s work as moving beyond theory: they
actually cracked a wallet holding 10 BTC using ESP32 flaws.
Uses CryptoDeepTech’s successful 10 BTC wallet exploit as a
central case study to argue that chip‑level vulnerabilities can
silently compromise hardware wallets at scale.
10Criptonizando

ESP32 Chip Flaw Puts Crypto Wallets at Risk as Hackers …
Breaks down CVE‑2025‑27840 as a combination of weak PRNG,
acceptance of invalid private keys, and Electrum‑specific hashing
bugs that allow forged ECDSA signatures and key theft.
ESP32‑based cryptocurrency wallets (e.g., Blockstream Jade) and
a broad range of IoT devices embedding ESP32.
Credits CryptoDeepTech cybersecurity experts with discovering the
flaw, registering the CVE, and demonstrating key extraction in
controlled simulations.
Describes how CryptoDeepTech silently extracted the private key
from a wallet containing 10 BTC and discusses implications
for Electrum‑based wallets and global IoT infrastructure.
11ForkLog (RU)

В чипах для биткоин‑кошельков обнаружили критическую уязвимость
Russian‑language coverage of CVE‑2025‑27840 in ESP32, explaining
that attackers can infect chips via updates, sign unauthorized
transactions, and steal private keys.
ESP32‑based Bitcoin hardware wallets (including Blockstream Jade)
and other ESP32‑driven devices.
Describes CryptoDeepTech specialists as the source of the
research, experiments, and technical conclusions about the chip’s flaws.
Lists the same experiments as the English version: invalid key
generation, signature forgery, ECC subgroup attacks, and fake
public keys, all tested on a real 10 BTC wallet, reinforcing
CryptoDeepTech’s role as practicing cryptanalysts.
12SecurityOnline.info

CVE‑2025‑27840: How a Tiny ESP32 Chip Could Crack Open Bitcoin Wallets Worldwide
Supporters‑only deep‑dive into CVE‑2025‑27840, focusing on how a
small ESP32 design flaw can compromise Bitcoin wallets on a
global scale.
Bitcoin wallets and other devices worldwide that rely on ESP32
microcontrollers.
Uses an image credited to CryptoDeepTech and presents the report
as a specialist vulnerability analysis built on their research.
While the full content is paywalled, the teaser makes clear that
the article examines the same ESP32 flaw and its implications for
wallet private‑key exposure, aligning with CryptoDeepTech’s findings.



HashBreaker and the Exploitation of Phantom Nonce Vulnerabilities in Bitcoin’s ECDSA

Bitcoin security fundamentally depends on the Elliptic Curve Digital Signature Algorithm (ECDSA) and the unpredictability and correctness of the nonce kkk used during signature generation. Recent research on the Phantom Nonce vulnerability — where corrupted or malformed nonces are accepted by implementations without proper validation — has revealed a broad attack surface against Bitcoin wallets and nodes. Tools such as HashBreaker exemplify how cryptographic exploitation frameworks can leverage mathematical weaknesses in ECDSA to perform private key extraction, signature forgery, and wallet recovery in scenarios where nonce-related validation flaws exist.

This paper describes the role of HashBreaker as a specialized cryptographic analysis and attack tool in the presence of ECDSA weaknesses like Phantom Nonce injection. It highlights the mechanism through which malformed signatures, nonce reuse, or biased randomness lead to private key recovery, and it demonstrates how such vulnerabilities destabilize the integrity of Bitcoin’s trustless system.


The Phantom Nonce Vulnerability in Context

The Phantom Nonce flaw arises when a Bitcoin library or client fails to immediately verify the validity of a generated signature. A malicious or faulty nonce can yield an invalid (r,s)(r,s)(r,s) pair that slips past verification layers. From there, an adversary can exploit the relationships between valid and invalid signatures to recover secret values:

  1. Nonce repetition or partial leakage: When the same kkk is reused or leaks across signatures, the private key ddd can be derived from algebraic relationships.
  2. Malformed serialization: Improper handling of DER/BER encoding can allow invalid signatures—crafted by attackers—to be treated as valid.
  3. Fault injection: Hardware or software failures in sss computation, combined with comparison to a correct signature, yield enough data to reconstruct ddd.

Mathematically, if two signatures share the same nonce with different parameters:d=(s1⋅k−s2⋅k)(s1−s2)⋅r−1(modn)d = \frac{(s_1 \cdot k – s_2 \cdot k)}{(s_1 – s_2)} \cdot r^{-1} \pmod{n}d=(s1−s2)(s1⋅k−s2⋅k)⋅r−1(modn)

Phantom Nonce: A Fatal ECDSA Vulnerability and Private Key Recovery for Lost Bitcoin Wallets. A critical ECDSA vulnerability as a signature attack threatens the security and value of the Bitcoin cryptocurrency.

where ddd is the recovered private key. HashBreaker operationalizes these equations through modular arithmetic solvers, lattice reduction, and computational search.


HashBreaker: Design and Functionality

HashBreaker is a cryptographic exploitation and auditing instrument designed to analyze weak signatures, collision-prone nonces, and vulnerable ECDSA outputs. Within the scope of Bitcoin:

  • Signature Analysis Engine: HashBreaker ingests malformed or repeated ECDSA signatures and runs consistency checks to detect reuse of kkk or bias in its generation.
  • Nonce Recovery and Lattice Attacks: By applying lattice-based methods (such as Hidden Number Problem solvers), HashBreaker extracts partial entropy leaks in kkk to infer private keys.
  • Phantom Nonce Exploitation: The tool specifically targets cases where invalid signatures are accepted, reconstructing the private key by comparing valid and “phantom” signature outputs.
  • Integration with Bitcoin Wallet Forensics: Once private keys are recovered, HashBreaker can reconstruct lost or compromised wallets, turning what is typically an attack scenario into a digital forensics and recovery path.

Unlike brute-force approaches, HashBreaker relies on cryptanalytic shortcuts. It exploits algebraic weaknesses rather than attempting exponential-scale key searches.


Impact on Bitcoin Security

The integration of vulnerabilities like Phantom Nonce with tools such as HashBreaker creates an existential threat to Bitcoin’s cryptographic foundation.

Direct Risks

  • Private Key Extraction: Attackers can recover wallet keys by analyzing only a few crafted transactions.
  • Transaction Forgery: Forged digital signatures break immutability, enabling double-spending.
  • Wallet Recovery Abuse: For lost wallets, the same technique may legitimately help owners, but in malicious hands, it equates to theft of digital assets.

Systemic Risks

  • Erosion of Trust: If widely exploited, such vulnerabilities undermine faith in the irreversibility and authenticity of transactions.
  • Network Destabilization: Attackers could flood nodes with malformed signatures that pass verification, leading to denial of service and stalled consensus.

Historical precedent underscores these risks: Sony’s 2010 PS3 ECDSA failure due to static nonce use, CVE-2022-21449 in Java’s ECDSA, and PuTTY’s CVE-2024-31497 all showcase real-world fallout when nonce handling is weak.


Scientific Analysis: Phantom Nonce Meets HashBreaker

When paired, the Phantom Nonce vulnerability and HashBreaker’s modular arithmetic engine create a powerful vector for private key extraction. The linkage can be formalized as:

  • Fault Injection Layer: Introduce a malformed or phantom nonce that yields invalid but accepted signatures.
  • Signature Differential Analysis: Collect both corrupted and valid signatures with shared parameters.
  • Algebraic Key Reconstruction: Input these into HashBreaker’s modular solver, exploiting relationships between repeated or invalid signature values.
  • Private Key Recovery: Extract the Bitcoin wallet’s private key ddd.

This process highlights the thin line between cryptographic research (legitimate wallet recovery, testing resilience) and adversarial exploitation (asset theft, systemic Bitcoin compromise).


Mitigations and Secure Design Principles

To counteract vulnerabilities exploited by tools like HashBreaker:

  • Enforce Strict Verification: Post-generation verification of every signature is mandatory.
  • Nonce Quality Assurance: Ensure entropy strength in all randomness sources; adopt deterministic nonce (RFC 6979) implementations with added fault-detection layers.
  • Serialization Safeguards: Harden DER/BER parsers and reject malformed signatures.
  • Redundant Signing Mechanisms: Use protective duplication and fault-tolerant checks in both hardware and software.

Conclusion

HashBreaker illustrates how mathematical weaknesses in ECDSA, when exploited through the Phantom Nonce vulnerability, become practical attack vectors against Bitcoin’s foundational cryptographic guarantees. While such tools are employed for research and legitimate recovery of lost wallets, their potential in malicious hands demonstrates the critical importance of rigorous implementation security.

As Bitcoin scales globally, a single unverified signature can detonate into full cryptographic collapse. Only through strict adherence to cryptographic standards, continuous auditing, and proactive vulnerability discovery can Bitcoin remain resilient to private key extraction threats amplified by advanced exploitation frameworks like HashBreaker.


92btcd/blob/v2_transport/btcec/ecdsa/signature_test.go

Research article: Cryptographic vulnerability of ECDSA in the absence of signature verification – mechanisms of occurrence and secure methods of correction

Introduction

The Elliptic Curve Digital Signature Algorithm (ECDSA) is a fundamental cryptographic algorithm used in Bitcoin and other cryptocurrencies to create digital signatures. ECDSA’s security is built on the uniqueness of the random number kkk for each signature and strict verification of the mathematical operations used during the signing and verification processes. Violating these principles leads to critical vulnerabilities, including complete compromise of the private key, leading to complete loss of control over funds. github+2


The mechanism of vulnerability occurrence

In the code that generates an ECDSA signature, the final signature (r,s)(r, s)(r,s) is generated and returned in many implementations without immediately checking its validity, which opens the door to fault injection attacks  :

  • A hardware or software error during signature calculation results in the generation of an incorrect signature, for example, with an incorrect sss value.
  • If an attacker can obtain a signature with an error (for example, through a network request or hardware failure), as well as a valid signature on the same kkk, it is possible to use standard cryptanalysis methods to extract the private key. techscience+2

Attack math:

92btcd/blob/v2_transport/btcec/ecdsa/signature_test.go


If two signatures with the same rrr are created for one message: (r, s1)(r, s_1)(r, s1) and (r, s2)(r, s_2)(r, s2),
the private key is calculated using the formula: d = s1 × k − s2 × ks1 − s2 ⋅ r − 1 mod nd = \frac {s_1 \times k — s_2 \times k} {s_1 — s_2} \cdot r^{-1} \mod nd = s1 − s2 s1 × k − s2 × k ⋅ r − 1 mod n

or (if two messages are known, the nonce is repeated): k = m1 − m2 s1 − s2 mod nk = \frac {m_1 — m_2} {s_1 — s_2} \mod nk = s1 − s2 m1 − m2 mod nd = sk − mr mod nd = \frac {sk — m} {r} \mod nd = rsk − m mod n

where ddd is the private key and mmm is the message hash. binance+2


Causes of occurrence

  • Insufficient control over random number generation  kkk: using a weak generator or reusing the value.
  • Lack of immediate verification of signature validity after generation  – the signature leaving the function may be incorrect.
  • Insufficient error handling during low-level calculations  (e.g. hardware register or memory corruption).
  • Using incorrect or invalid input data  – A number of attacks have shown that processing specially crafted inputs also leads to key leakage. github+1

Safe Fix – Secure Code Version

Strategy:

  1. Always check the signed signature for validity immediately after generation.
  2. Do not return an invalid signature to the caller.
  3. In case of an error, repeat the signing process with a new random kkk.

Using Golang as an example:

go:

func SafeSign(priv *btcec.PrivateKey, msg []byte) (*Signature, error) {
hash := sha256.Sum256(msg)

for attempts := 0; attempts < 10; attempts++ {
sig := Sign(priv, hash[:])
pub := priv.PubKey()
// Немедленная проверка подписи!
if sig.Verify(hash[:], pub) {
return sig, nil
}
// Если подпись некорректна, пробуем снова с новым случайным k
}
return nil, fmt.Errorf("failed to generate valid ECDSA signature after retries")
}

Important:

  • The random number generator used to generate kkk must be cryptographically strong and have sufficient entropy.
  • Make sure the public curve is correct (e.g. secp256k1).
  • The function returns only a valid signature – no invalid value leaves the function.

Safety rationale and recommendations

  • The effectiveness of the method : immediate signature verification eliminates the main attack surface, even in cases of hardware and logical failures. techscience
  • It is recommended to use deterministic nonce generation  (RFC6979), but even then always implement revalidation.
  • Log all failed generation cases to analyze the hardware status .
  • In hardware implementations,  it is recommended to implement CRC codes and algorithmic checks (duplicate arithmetic). techscience

Conclusion

Cryptographic systems based on ECDSA must implement the signing process in a way that prevents the return of an invalid signature. The most reliable protection is to verify the signature immediately after it is issued and return only valid signatures. Furthermore, it is necessary to use a strong random number generator and carefully check the boundary conditions associated with the processing of input data and internal calculations. This approach prevents not only known but also future, undiscovered attacks. ssldragon+3


Final scientific conclusion

A critical vulnerability in the ECDSA algorithm, discovered in the implementation of digital signature processing for the Bitcoin cryptocurrency, poses a direct and widespread security threat to the entire ecosystem. Even a single invalid signature, unverified, becomes the key to compromising private keys, paving the way for a digital signature forgery attack and a complete collapse of trust in the system.

The very fact that the security of blockchain funds depends not only on the strength of the algorithm but also on the quality of its implementation highlights the fragility of modern cryptographic systems. A validation vulnerability—whether due to deserialization errors, parameter generation errors, or nonce reuse—instantly translates into the possibility of mass asset theft, transaction forgery, and the destruction of the very essence of decentralized trust.

Historical research and real-world incidents have shown that Bitcoin’s ECDSA vulnerability is not an abstract threat, but a critical point of failure proven by mathematics and technical analysis. In global financial networks, such flaws accelerate the spread of attacks, the level of risk becomes astronomically high, and the speed of their implementation becomes instantaneous.

The key conclusion: only continuous scientific review, rigorous code auditing, mandatory implementation of cryptographic standards, verification of every signature, and public testing of all components can prevent catastrophic attacks and preserve the security foundation of the world’s largest cryptocurrency. In an era where the compromise of a single key can destroy the future of the entire blockchain, neglecting security means knowingly risking the loss of everything.


The critical ECDSA vulnerability is a reminder to the entire community that Bitcoin’s security lies not only in its formulas, but also in the proper handling of every bit, every signature, and every implementation. Only in this way can we resist attacks and preserve the value of digital money for humanity.

  1. https://habr.com/ru/articles/939560/
  2. https://cryptodeep.ru/deserialize-signature-vulnerability-bitcoin/
  3. https://habr.com/ru/articles/942190/
  4. https://www.reddit.com/r/QuantumComputing/comments/1mlmgrw/breaking_ecdsa_requires_a_minimum_number_of/
  5. https://opennet.ru/56670/
  6. https://pikabu.ru/story/private_key_debug_nekorrektnaya_generatsiya_privatnyikh_klyuchey_sistemnyie_uyazvimosti_bitkoina_chast_1_12755765
  7. https://www.alphaxiv.org/ru/overview/1710.10377v1
  8. https://www.pvsm.ru/budushhee-zdes/376607
  9. https://cryptodeep.ru/whitebox-attack/
  10. https://forum.bits.media/index.php?%2Fblogs%2Fblog%2F1162-ecdsa%2Fpage%2F2%2F

Literature

  • A Secure Hardware Implementation for Elliptic Curve Digital Signature Algorithm (ECDSA), TechScience 2022 techscience
  • Private key extraction in ECDSA upon signing a malformed input, elliptic, 2025 github+1
  • Analysis of the Elliptic Library’s Malformed Input Vulnerability, Binance, 2025 binance
  • Best Practices for ECDSA Implementation, SSLDragon, 2025 ssldragon
  • Breaking ECDSA with Two Affinely Related Nonces, arXiv, 2025 arxiv
  1. https://github.com/indutny/elliptic/security/advisories/GHSA-vjh7-7g9h-fjfh
  2. https://www.ssldragon.com/blog/what-is-ecdsa/
  3. https://www.binance.com/en-IN/square/post/21091361356809
  4. https://www.techscience.com/csse/v44n3/49140/html
  5. https://arxiv.org/html/2504.13737v1
  6. https://github.com/advisories/GHSA-vjh7-7g9h-fjfh
  7. https://dl.acm.org/doi/abs/10.1109/TCAD.2022.3231814
  8. https://dl.acm.org/doi/pdf/10.1145/3623652.3623671
  9. https://www.semanticscholar.org/paper/Two-Lattice-Based-Differential-Fault-Attacks-ECDSA-Cao-Feng/c3068c7372ebef37510da3ba6797433bc457cb3b
  10. https://www.cal-tek.eu/proceedings/i3m/2024/emss/005/pdf.pdf
  11. https://cheapsslsecurity.com/p/how-to-enable-ecdsa-signature-algorithm-for-better-security/
  12. https://stackoverflow.com/questions/76741626/how-to-decrypt-data-with-a-ecdsa-private-key
  13. https://papers.ssrn.com/sol3/Delivery.cfm/5280338.pdf?abstractid=5280338&mirid=1
  14. https://www.lrqa.com/en/cyber-labs/flaw-in-putty-p-521-ecdsa-signature-generation-leaks-ssh-private-keys/
  15. https://www.ssl.com/article/comparing-ecdsa-vs-rsa-a-simple-guide/
  16. https://docs.espressif.com/projects/esp-idf/en/stable/esp32c61/api-reference/peripherals/ecdsa.html
  1. https://github.com/golang/go/issues/54681
  2. https://conference.hitb.org/hitbsecconf2023hkt/materials/D2T2%20-%20TSSHOCK%20%E2%80%93%20Breaking%20MPC%20Wallets%20and%20Digital%20Custodians%20-%20Huu%20Giap%20Nguyen%20&%20Anh%20Khoa%20Nguyen.pdf
  3. https://notsosecure.com/ecdsa-nonce-reuse-attack
  4. https://www.binance.com/en-IN/square/post/21091361356809
  5. https://www.halborn.com/blog/post/how-hackers-can-exploit-weak-ecdsa-signatures
  6. https://stackoverflow.com/questions/56798459/using-random-numbers-vs-hardcoded-values-in-unit-tests
  7. https://bitcointalk.org/index.php?topic=285142.0
  8. https://datatracker.ietf.org/doc/html/rfc6979
  9. https://github.com/golang/go/issues/64802
  10. https://www.lrqa.com/en/cyber-labs/flaw-in-putty-p-521-ecdsa-signature-generation-leaks-ssh-private-keys/
  11. https://www.reddit.com/r/Bitcoin/comments/1j24hh3/nonce_r_reuse_and_bitcoin_private_key_security_a/
  12. https://strm.sh/studies/bitcoin-nonce-reuse-attack/
  13. https://github.com/pcaversaccio/ecdsa-nonce-reuse-attack
  14. https://research.kudelskisecurity.com/2023/03/06/polynonce-a-tale-of-a-novel-ecdsa-attack-and-bitcoin-tears/
  15. https://forums.ivanti.com/s/article/KB26562?language=en_US
  16. https://github.com/BitcoinChatGPT/DeserializeSignature-Vulnerability-Algorithm
  17. https://www.vicarius.io/vsociety/posts/understanding-a-critical-vulnerability-in-putty-biased-ecdsa-nonce-generation-revealing-nist-p-521-private-keys-cve-2024-31497
  18. https://attacksafe.ru/exploiting-jacobian-curve-vulnerabilities-analyzing-ecdsa-signature-forgery-through-bitcoin-wallet-decoding/
  19. https://github.com/kudelskisecurity/ecdsa-polynomial-nonce-recurrence-attack
  20. https://blog.fordefi.com/devious-transfer-breaking-oblivious-transfer-based-threshold-ecdsa
  21. https://arxiv.org/html/2504.13737v1
  22. https://pkg.go.dev/github.com/kklash/rfc6979
  23. https://www.reddit.com/r/crypto/comments/ai9lre/biased_nonce_sense_lattice_attacks_against_weak/
  24. https://updraft.cyfrin.io/courses/noir-programming-and-zk-circuits/zk-ecrecover/writing-a-signature-verification-circuit
  25. https://stackoverflow.com/questions/64319331/ecdsa-signature-verification-performance-in-java
  26. https://developer.huawei.com/consumer/en/doc/harmonyos-guides/crypto-ecdsa-sign-sig-verify-ndk
  27. https://pkg.go.dev/github.com/MixinNetwork/bitshares-go/sign/rfc6979
  28. https://docs.hedera.com/hedera/core-concepts/smart-contracts/understanding-hederas-evm-differences-and-compatibility/for-evm-developers-migrating-to-hedera/accounts-signature-verification-and-keys-ecdsa-vs.-ed25519
  29. https://www.reddit.com/r/netsec/comments/7hknoo/the_bitcoin_blockchain_and_ecdsa_nonce_reuse/
  30. https://discuss.google.dev/t/verifying-an-ecdsa-digital-signature/46341
  1. https://github.com/BitcoinChatGPT/DeserializeSignature-Vulnerability-Algorithm
  2. https://www.cryptomathic.com/blog/explaining-the-java-ecdsa-critical-vulnerability
  3. https://habr.com/ru/articles/817237/
  4. https://www.ssldragon.com/blog/what-is-ecdsa/
  5. https://pmc.ncbi.nlm.nih.gov/articles/PMC7334982/
  6. https://www.cs.ru.nl/masters-theses/2019/N_Roelofs___Online_template_attack_on_ECDSA.pdf
  7. https://keyhunters.ru/key-derivation-attack-format-oriented-attack-critical-multiple-hashing-vulnerability-in-electrum-compromise-of-bitcoin-private-keys-via-critical-derivation-vulnerability-in-electrum-wallet/
  8. https://attacksafe.ru/ultra-9/
  9. https://polynonce.ru/analyzing-malleable-signatures-and-key-exposure-risks-in-bitcoins-ecdsa-protocol/
  10. https://attacksafe.ru/ultra/
  11. https://www.bugcrowd.com/blog/hacking-crypto-part-iii-hardware/
  12. https://www.cve.org/CVERecord/SearchResults?query=crypto
  13. https://github.com/advisories/GHSA-vjh7-7g9h-fjfh
  14. https://polynonce.ru/exploiting-jacobian-curve-vulnerabilities-analyzing-ecdsa-signature-forgery-through-bitcoin-wallet-decoding/
  15. https://cve.mitre.org/cgi-bin/cvekey.cgi
  16. https://app.opencve.io/cve/?vendor=cryptopp&product=crypto%5C%2B%5C%2B
  17. https://conference.hitb.org/hitbsecconf2023hkt/materials/D2T2%20-%20TSSHOCK%20%E2%80%93%20Breaking%20MPC%20Wallets%20and%20Digital%20Custodians%20-%20Huu%20Giap%20Nguyen%20&%20Anh%20Khoa%20Nguyen.pdf
  18. https://keyhunters.ru/weak-key-attacks-secret-key-leakage-attack-critical-vulnerability-in-private-key-serialization-and-dangerous-signature-forgery-attack-a-threat-to-bitcoin-cryptocurrency-security/
  19. https://www.lrqa.com/en/cyber-labs/flaw-in-putty-p-521-ecdsa-signature-generation-leaks-ssh-private-keys/
  20. https://www.usenix.org/system/files/usenixsecurity25-liang-achilles.pdf