Domain-Conditioned Safety in Frontier Computer-Using Agents: A 793-Episode Browser Benchmark, a Coding-Domain Cross-Reference, and a Reproducibility Audit of Recent Red-Teaming

Recent computer-using-agent CUA red-teaming papers report prompt-injection attack success rates ASR of 42-98%, but these headline numbers cluster on retired models and on the most-vulnerable model in each paper's panel. We ask whether those techniques, reproduced as hand-crafted templates, still...

XLL_Phishing - XLL Phishing Tradecraft

With Microsoft's recent announcement regarding the blocking of macros in documents originating from the internet email AND web download, attackers have began aggressively exploring other options to achieve user driven access UDA. There are several considerations to be weighed and balanced when...