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FlashRT: Towards Computationally and Memory Efficient Red-Teaming for Prompt Injection and Knowledge Corruption
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Latent Adversarial Detection: Adaptive Probing of LLM Activations for Multi-Turn Attack Detection
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TwinGate: Stateful Defense against Decompositional Jailbreaks in Untraceable Traffic via Asymmetric Contrastive Learning
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WOOTdroid: Whole-system Online On-device Tracing for Android
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MASCing: Configurable Mixture-of-Experts Behavior via Activation Steering Masks
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Machine Unlearning for Class Removal through SISA-based Deep Neural Network Architectures
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How Code Representation Shapes False-Positive Dynamics in Cross-Language LLM Vulnerability Detection
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The Satoshi Overhang: Why the Bear Case is Bounded
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VOW: Verifiable and Oblivious Watermark Detection for Large Language Models
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SecGoal: A Benchmark for Security Goal Extraction and Formalization from Protocol Documents
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SBN Explorer: An Empirical Study of Cryptographic Boolean Networks
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SST-Guard: Detecting and Characterizing Server-Side Google Analytics in the Wild
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Low Rank Adaptation for Adversarial Perturbation
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Security Attack and Defense Strategies for Autonomous Agent Frameworks: A Layered Review with OpenClaw as a Case Study
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Secure Cross-Silo Synthetic Genomic Data Generation
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Tracking Conversations: Measuring Content and Identity Exposure on AI Chatbots
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AdaBFL: Multi-Layer Defensive Adaptive Aggregation for Bzantine-Robust Federated Learning
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Secret Stealing Attacks on Local LLM Fine-Tuning through Supply-Chain Model Code Backdoors
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Understanding Adversarial Transferability in Vision-Language Models for Autonomous Driving: A Cross-Architecture Analysis
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REBENCH: A Procedural, Fair-by-Construction Benchmark for LLMs on Stripped-Binary Types and Names (Extended Version)
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