From Detection to Decision: Calibration and Deferral for Prompt-Injection Detection
arXiv:2610.20907v1 Announce Type: new Abstract: Prompt-injection defenses are commonly evaluated as binary detectors, although…
1 min Open reportarXiv:2610.20907v1 Announce Type: new Abstract: Prompt-injection defenses are commonly evaluated as binary detectors, although…
1 min Open reportarXiv:2610.20941v1 Announce Type: new Abstract: We present Screwtape, a pipeline that converts real agent transcripts into…
1 min Open reportarXiv:2610.20952v1 Announce Type: new Abstract: Client diversity is often cited as the Lightning Network's defence against a bug…
1 min Open reportarXiv:2610.20962v1 Announce Type: new Abstract: NVIDIA's Grace Hopper (GH200) superchip represents a new generation of…
1 min Open reportarXiv:2610.21031v1 Announce Type: new Abstract: Source-code watermarking supports provenance tracking by embedding a recoverable…
1 min Open reportarXiv:2610.21034v1 Announce Type: new Abstract: Autonomous vehicles (AVs) couple safety-critical perception to thermally…
1 min Open reportarXiv:2610.21059v1 Announce Type: new Abstract: The twin goals of privacy-preserving federated learning (FL) -- harnessing…
1 min Open reportarXiv:2610.21063v1 Announce Type: new Abstract: AI agents now pause for approval before they send money, delete files or email…
1 min Open reportarXiv:2610.21127v1 Announce Type: new Abstract: We study a protocol-level reaction leakage in CKKS deployments where public…
1 min Open reportarXiv:2610.21135v1 Announce Type: new Abstract: LLM-agent evaluation reports behavioral scores but leaves the identity of the…
1 min Open reportarXiv:2610.21146v1 Announce Type: new Abstract: Agentic software invokes tools, launches processes, accesses files, and…
1 min Open reportarXiv:2610.21151v1 Announce Type: new Abstract: Cybersecurity interviews uncover critical security experiences, behaviors, and…
1 min Open reportarXiv:2610.21194v1 Announce Type: new Abstract: Existing federated data condensation methods face privacy risks, as uploaded…
1 min Open reportarXiv:2610.21208v1 Announce Type: new Abstract: Traditional backdoor attacks inject artificial trigger patterns into training…
1 min Open reportFastfetch is a system information tool written mainly in C that runs on Linux, macOS, Windows 8.1 and later, Android and several…
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1 min Open reportI believe the cybersecurity industry may be approaching AI security the wrong way. AI agents are becoming more powerful every…
1 min Open reportThe threat actor linked to recent AI-assisted attacks on South Korean financial institutions was testing infrastructure and…
1 min Open reportThe event closed in Toronto last week, with experts sharing critical perspectives on emerging risks, drawing record attendance…
1 min Open reportOur analysis an AI-powered espionage campaign targeting government Linux infrastructure with custom malware, web shells, and…
1 min Open report