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Anthropic's 'dangerously good' AI Mythos found 5 curl vulnerabilities—but only 1 was real and low-severity. The hype vs. reality of AI in cybersecurity. #cybersecurity #CyDhaal #AISecurity #vulnerabilityManagement #codeAuditing #securityResearch 🔐
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Replying to @TheAhmadOsman
I just had Opus 4.7 (via Cursor) build a custom agentic coder on my 3070. It ran for 6 hours while I was at work and built a completely viable Python CodeAuditing app. Amazing.
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AI Auditors Fail to Detect Subtle Sabotage in ML Research Codebases (Source: ArXiv cs.AI) AI and human auditors struggle to find sabotage in ML code. #AISafety #MLSecurity #AIResearch #CodeAuditing #Misinformation 🤔 If AI can subtly sabotage its own research, how can we ensure the integrity of future scientific discovery? s.dailyaiwire.news/fx7MvC

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Software Code Auditing: Why It Matters And How To Do It Right? Article: exeideas.com/2026/03/softwar… Tags: #SoftwareCode #CodeAuditing #SoftwareAuditing #WebAuditing #WebApp #MobileApp #Coding

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📣 Exciting News! 📚 NERO project’s free #CybersecurityTraining for SMEs is now live on the @DigitalSkillsEU! 🛡️ Designed to help #SMEs navigate today’s #CyberRisks, the training provides practical tools to strengthen your organisation’s #DigitalResilience and boost #CyberAwareness. ⚙️ Built on insights from leading #Cybersecurity research and industry experts, the curriculum includes 9️⃣ scenario-based modules that let learners make decisions in realistic cybersecurity situations. 💻 Check out 4️⃣ featured #FreeTraining resources: ✔️ Module 3: #SocialEngineering – Learn how to spot and defend against common #CyberAttack techniques. ✔️ Module 4: #NetworkSecurity & Penetration Testing for SMEs – Hands-on training for #NetworkProtection and testing. ✔️ Module 5: #SoftwareSecurity & #CodeAuditing – Gain practical skills in secure coding, vulnerability detection, and #DevSecOps practices. ✔️ Module 9: #KIOKU#Gamified Scenario-based Training – Explore cybersecurity through interactive simulations. 🚀 Don’t miss this chance to stay ahead of #CyberThreats and equip your team with essential #DigitalSkills! 📄 Read the full #PressRelease & learn more: 🔗tinyurl.com/4nhzmvbm
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Co-RedTeam - Orchestrated Security Discovery and Exploitation with LLM Agents - arxiv.org/pdf/2602.02164 by @Google We propose Co-RedTeam, a security-aware multi-agent framework for automatic software vulnerability discovery and exploitation, explicitly designed to overcome core limitations of existing LLM-based security systems, namely brittle single-shot reasoning, lack of execution-grounded validation, and the inability to learn from prior attacks. Inspired by how human security experts conduct red teaming, Co -RedTeam tightly integrates four capabilities essential for realistic cybersecurity tasks: security grounding, code-aware analysis, execution-driven reasoning, and experience accumulation. Authors: Pengfei He, Ash Fox, Lesly Miculicich, @stfn42, Daniel Fabian, Burak Gokturk, @tangjiliang, @chl260, @tomaspfister, Long T. Le - @michiganstateu #AISecurity #LLMAgents #RedTeaming #VulnerabilityResearch #AppSec #SecureCoding #AIForSecurity #OffensiveSecurity #AgenticAI #CybersecurityResearch #CodeAuditing #ExploitDevelopment
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5 Aug 2025
AI Security Research - 17 papers - July 2025 taleliyahu.medium.com/ai-sec… This is my selected list of 17 research papers covering LLM security, agent vulnerabilities, MCP abuse, backend flaws, smart contract analysis, and red teaming benchmarks. 1️⃣ We Urgently Need Privilege Management in MCP: A Measurement of API Usage in MCP Ecosystems 2️⃣ TRiSM for Agentic AI: A Review of Trust, Risk, and Security Management in LLM-based Agentic Multi-Agent Systems 3️⃣ AIRTBench: Measuring Autonomous AI Red Teaming Capabilities in Language Models 4️⃣ A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures 5️⃣ RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing 6️⃣ Decompiling Smart Contracts with a Large Language Model 7️⃣ Dynamic Risk Assessments for Offensive Cybersecurity Agents 8️⃣ When LLMs Autonomously Attack 9️⃣ ETrace: Event-Driven Vulnerability Detection in Smart Contracts via LLM-Based Trace Analysis 🔟 BaxBench: Can LLMs Generate Correct and Secure Backends? 1️⃣1️⃣ Autonomous AI-based Cybersecurity Framework for Critical Infrastructure 1️⃣2️⃣ SafeGenBench: A Benchmark Framework for Security Vulnerability Detection in LLM-Generated Code 1️⃣3️⃣ Red Teaming AI Red Teaming 1️⃣4️⃣ From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agent Workflows 1️⃣5️⃣ Vulnerability Detection Model using LLM and Code Chunk 1️⃣6️⃣ Trivial Trojans: How Minimal MCP Servers Enable Cross-Tool Exfiltration of Sensitive Data 1️⃣7️⃣ Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition #AISecurity #RedTeaming #MCP #LLMAgents #SmartContracts #CodeAuditing #ProtocolSecurity #BackendSecurity #PromptInjection #MemoryPoisoning #SupplyChainSecurity #AgentSecurity #CTF #VulnerabilityDetection #AutonomousAgents #LLMSecurity
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contract is a happy contract! 💡✨ Who else is excited about making the blockchain world safer and more reliable? 🤝 #SmartContracts #BlockchainSecurity #Innovation #CodeAuditing
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Medical Code Auditing Services - AGS Health Elevate coding accuracy and compliance with our meticulous medical code auditing services. Enhance revenue integrity and regulatory adherence today. agshealth.com/services/him-a… #codeauditing #medicalcodeaudit
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What is the Source Code Review? Source code review is the process of examining the source code of a software application to identify and fix potential security vulnerabilities, bugs, or other issues. The key aspects of source code review are Security, Quality, Functionality, Performance and Compliance. Generally, the review performs using automated tools followed by manual validation. HydrAttack Source Code Review service provides a deep analysis of application codebases to uncover vulnerabilities and ensure compliance with coding best practices. By identifying and addressing security flaws at the source code level, organizations can prevent potential exploits and strengthen their software security. #source #code #review #cybersecurity #hacking #CodeAuditing #Security #Bug #Hunting
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26 Jul 2023
Invest wisely, trade confidently, and let NEOBOT's innovative tools lead you to success in the ever-growing world of crypto trading! 💪💰 #NEOBOT #CryptoTrading #TelegramBots #CodeAuditing #RevenueShare #AIAnalysis #CryptoCommunity #cryptocurrency
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26 Jul 2023
Invest wisely, trade confidently, and let NEOBOT's innovative tools lead you to success in the ever-growing world of crypto trading! 💪💰 #NEOBOT #CryptoTrading #TelegramBots #CodeAuditing #RevenueShare #AIAnalysis #CryptoCommunity #cryptocurrency
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9 Dec 2022
Twitter pixel #codeauditing: "“many of the websites examined in this study could quickly remove or change the configuration of the Twitter Pixel or the Twitter social media widget on their webpages,” he wrote."
6 Sep 2022
#Aura Python Source #CodeAuditing And Static Analysis On A Large Scale kitploit.com/2022/09/aura-py…

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