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VACO: Configurable Agent Orchestration for Static Web Vulnerability Assessment

Rethinking IPID-Based Fragment Detection: An Empirical Study of POPS Rℓ2 for DNS Cache Poisoning

ViRA: A Retrieval-Oriented Semantic Embedding for Binary Code Similarity Detection

One Backbone, Multiple Evidence Sources: A Study of Local Video Event Retrieval

Interactive video event retrieval must balance retrieval quality, latency, and memory use. We present a fully local online retrieval pipeline using Qwen3-VL-Embedding-2B as a…

XPrune: Explanation-Guided Abstract Syntax Tree Pruning for Efficient Smart Contract Vulnerability Detection with Pre-trained Language Models

Abstract Syntax Tree (AST) sequences often exceed the input limits of pre-trained language models (PLMs), increasing computation and risking the loss of relevant code…

PoCForge: A Closed-Loop Multi-Agent Framework for Autonomous Exploit Synthesis and Verification

Penetration testing remains a critical yet resource-intensive task in modern cybersecurity practice, as traditional approaches heavily rely on expert-driven manual workflows that are difficult…

Improving TTP Alignment in LLM-Based Malware Artifact Generation via Hybrid Verification

DriftGuard-APT: Concept Drift-Aware Unsupervised Graph Learning for APT Detection on Provenance Streams

Action-Graph: A Graph-Aware Multi-Step LLM Pipeline for MITRE ATT&CK TTP Extraction from Cyber Threat Intelligence