Academic and industry research shaping the future of AI security, attack, and defence.
NeuralTrust researchers published details of a new image generation jailbreak called Semantic Chaining that breaks safety filters in Grok 4, Gemini Nano, and other multimodal models by exploiting how each editing step is evaluated in isolation.
LLMs suggest non-existent package names in 20-30% of coding responses. Attackers register these hallucinated names with malicious payloads — slopsquatting as a supply chain attack.
depthfirst's autonomous security agent scanned FFmpeg's 1.5M lines of C code and found 21 confirmed zero-days with working PoC inputs, some dormant for over 20 years.
AI vulnerability research found 10,000 critical flaws in a month. Mandiant reports 28.3% of CVEs exploited within 24 hours of disclosure. What this means for defenders.
LLMs with large context windows can be reliably jailbroken by embedding hundreds of fictitious dialogues before the target request. The attack scales with context length.