Overview In July 2026, the AI open source community and collaboration platform Hugging Face publicly disclosed a special security incident: the platform's production infrastructure suffered an intrusion activity. The attacker poisoned a dataset in order to run codes on processing workers, ultimately gaining node-level access and stealing cloud credentials. It...
Tag: LLM security
AI Security Incident Case: Ghostcommit Attack Leveraged Images to Steal Secrets
Overview On July 11, 2026, two researchers from the ASSET Research Group at the University of Missouri-Kansas City, Sudipta Chattopadhyay and Murali Ediga, disclosed a novel attack technique named Ghostcommit. This attack is capable of exfiltrating the entire contents of a target's .env file. The ingenuity of this attack lies...
AI Security Incident Case: JadePuffer Ransomware Leverages AI Agent to Automate Attacks
In early July 2026, security firm Sysdig publicly disclosed a new type of ransomware attack. After gaining initial access by exploiting a Langflow vulnerability (CVE-2025-3248), the JadePuffer ransomware leveraged a Large Language Model (LLM) agent to automatically execute the entire attack chain. From reconnaissance, credential theft, lateral movement, and privilege...
AI Security Incident Case: Jetbrains Plugin Supply Chain Attack Stealing AI Key
Overview In June 2026, the security research team Aikido detected a batch of collaborative malicious plugins in the JetBrains plugin market, totaling 15 plugins with nearly 70,000 cumulative installations. All of them would silently leak the AI service provider's API key to the attacker's server at the moment when the...
AI Security Incident Case: Account Takeover Due to Meta AI Support Assistant Authorization Flaw
Overview Between late May and early June 2026, several high-profile Instagram accounts were reportedly taken over by attackers, including Barack Obama's White House account, the personal account of U.S. Space Force Chief Master Sergeant Bentivegna, and the official account of beauty brand Sephora. Security researchers later discovered videos and screenshots...
AI Security Incident Case: Both Grok and Gemini Hallucinated When Verifying Minab Cemetery Photo
Overview A core risk within AI security threats lies in the reliability of AI models, manifested as distorted outputs, hallucinations, and the generation of misleading content. While these issues may seem like mere technical flaws, they have evolved into tangible harms in real-world information ecosystems. AI-generated misinformation can be presented...
