Detecting Hard-Coded Credentials in Software Repositories via LLMs - arxiv.org/pdf/2506.13090 Software developers frequently hard-code credentials such as passwords, generic secrets, private keys, and generic tokens in software repositories, even though it is strictly advised against due to the severe threat to the security of the software. These credentials create attack surfaces exploitable by a potential adversary to conduct malicious exploits such as backdoor attacks. Recent detection efforts utilize embedding models to vectorize textual credentials before passing them to classifiers for predictions. #HardcodedSecrets #CredentialLeak #LLMSecurity #CodeScanning #AIinSecurity #SoftwareSecurity #TokenDetection #BackdoorRisk #SecureCoding #SecretDetection #GPTSecurity #LLMDetection #CodeVulnerabilities #AIStaticAnalysis #CredentialHunting #RepoSecurity #DevSecOps #SecureDev #AI4Code #PLMSecurity

🛠️ Context Layer $CXLYR Update ✅ Automatic Token Detection is Now Live Our Chat AI now detects real tokens automatically, no more scams, no more fakes. We filter based on verified sources (CoinGecko, DexScreener, Uniswap) and reject suspicious contracts with no liquidity, high tax, or copycat behavior. 🧠 Your commands are now smarter and safer. 🔄 Swap Integration Coming Next Swap feature is already tested internally and working smoothly. We're making final adjustments and it should go live within the next 24 hours. Get ready for seamless, safe DeFi from chat. #ContextLayer #OnchainAI #TokenDetection #NoScams #DeFiSecurity #Web3Tools

🔍🚀 Self-service token contract detection provides a quick and efficient way to assess the basic details of a target token. This tool offers users a security reference, helping them make informed decisions and providing a layer of assurance. With this feature, users can confidently engage with various tokens, knowing they have a reliable method to verify their legitimacy and safety. Enhance your token transactions with our cutting-edge detection system, ensuring transparency and trust in every step. 🔐📈💡 #CryptoSecurity #Blockchain #TokenDetection #CryptoSafety #SecureTransactions

🚨#Triathon #Enterprise detected security risks in the #iearn contract. 💪If our product had been used earlier, the loss of the contract being hacked could have been prevented. 🔍Try it now at ：detection.triathon.space/#/ #TokenDetection #smartcontract #Ethereum