StratFL: Countering Covert Model Poisoning Attacks with Strategic Federated Learning
arXiv:2610.22626v1 Announce Type: new Abstract: Advanced persistent threats (APTs) are a major concern in federated learning (FL)…
1 min Open reportarXiv:2610.22626v1 Announce Type: new Abstract: Advanced persistent threats (APTs) are a major concern in federated learning (FL)…
1 min Open reportarXiv:2610.22659v1 Announce Type: new Abstract: Methods for training language models on sensitive data differ in how they balance…
1 min Open reportarXiv:2610.22697v1 Announce Type: new Abstract: AI agents increasingly browse the web on users' behalf, yet they consume webpages…
1 min Open reportarXiv:2610.22702v1 Announce Type: new Abstract: This study proposes the Automated Compliance Engine (ACE), an AI-orchestrated…
1 min Open reportarXiv:2610.22722v1 Announce Type: new Abstract: Split language models keep input text on a client but send intermediate…
1 min Open reportarXiv:2610.22800v1 Announce Type: new Abstract: Large language models (LLMs) increasingly process sensitive documents and…
1 min Open reportarXiv:2610.22828v1 Announce Type: new Abstract: Memory poisoning and decomposition attacks distribute malicious evidence across…
1 min Open reportarXiv:2610.22873v1 Announce Type: new Abstract: Modern large language model (LLM) systems reuse key-value (KV) caches to…
1 min Open reportarXiv:2610.22879v1 Announce Type: new Abstract: Quantum key distribution (QKD) offers a security foundation independent of…
1 min Open reportarXiv:2610.22899v1 Announce Type: new Abstract: Payment systems authenticate users, devices, accounts, and cryptographic…
1 min Open reportarXiv:2610.22913v1 Announce Type: new Abstract: Regulated institutions already perform onboarding, screening, monitoring, and…
1 min Open reportarXiv:2610.22943v1 Announce Type: new Abstract: The increasing exposure of cellular core-network elements to public networks has…
1 min Open reportarXiv:2610.22959v1 Announce Type: new Abstract: Large language model (LLM) agents increasingly rely on persistent memory to…
1 min Open reportarXiv:2610.22988v1 Announce Type: new Abstract: Data useful for language model (LM) training can contain private or unwanted…
1 min Open reportarXiv:2610.23030v1 Announce Type: new Abstract: Despite extensive safety alignment, large language models remain vulnerable to…
1 min Open reportarXiv:2610.23057v1 Announce Type: new Abstract: Leakage-abuse attacks against encrypted database systems exploit semantic leakage…
1 min Open reportarXiv:2610.23077v1 Announce Type: new Abstract: Tool-using language-model agents increasingly rely on local services for document…
1 min Open reportarXiv:2610.23078v1 Announce Type: new Abstract: Multi-agent systems (MAS) comprise AI agents that collaborate or compete to…
1 min Open reportWe tested Sonnet 5, Composer 2.5, and GPT 5.5 using set security rules to see whether using them produces measurably more secure…
1 min Open reportHere is the YARA rule I used to detect "Orphaned VBA Projects Inside DWG Files". rule autocad_orphaned_vba_project { strings: $a…
1 min Open report