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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Distribution Estimation under the Infinity Norm

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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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Extending Temperature Scaling with Homogenizing Maps

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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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