Customized Transformer Models Enhance Blockchain Anomaly Detection and Security
BlockScan, a customized Transformer with modularized tokenization, sets a new benchmark for detecting multi-modal transaction anomalies on-chain.
GANA Payment Protocol Drained $3.1 Million via Smart Contract Logic Flaw
A critical access control failure in the payments contract allowed an unauthorized ownership alteration, leading to an immediate, systemic $3.1M liquidity drain.
Cork Protocol Drained Twelve Million Exploiting Dual Smart Contract Flaws
A sophisticated attacker leveraged two distinct, unpatched contract vulnerabilities to drain collateral and expose systemic audit failures.
LLM-driven Program Partitioning Prevents Smart Contract Data Leakage
LLM-driven program partitioning isolates sensitive contract data, mathematically preventing manipulation attacks and securing decentralized applications.
Lending Protocol Drained by Collateral Oracle Price Manipulation Flaw
Critical oracle misvaluation of wrapped staked collateral allowed over-borrowing, exposing systemic risk in external price feeds.
Lending Protocol Drained by Complex Flash Loan Reentrancy Attack
A logic flaw in the collateral health check allowed an attacker to execute a reentrancy-style liquidation via a flash loan.
Decentralized Exchange GMX Drained Forty-Two Million via Smart Contract Re-Entrancy Flaw
A critical re-entrancy vulnerability in the GMX codebase allowed a threat actor to repeatedly execute withdrawal logic, resulting in a $42 million asset drain .
Perpetual DEX Suffers Multi-Million Loss via Smart Contract Pricing Flaw
Internal pricing mechanism flaw on the perpetual DEX was exploited via coordinated low-liquidity asset manipulation, compromising collateral integrity.
Bitcoin DeFi Platform ALEX Protocol Drained by Smart Contract Access Control Flaw
Flawed vault access control allowed a malicious token to impersonate the protocol, bypassing validation logic to drain $8.3M in liquidity.
