Dynamic Analysis

Auditing MCP Servers for Over-Privileged Tool Capabilities

Authors: Charoes Huang, Xin Huang, Amin Milani Fard | Published: 2026-03-23
Dynamic Analysis
Evaluation Method
Static Analysis

Adversarially Robust and Interpretable Magecart Malware Detection

Authors: Pedro Pereira, José Gouveia, João Vitorino, Eva Maia, Isabel Praça | Published: 2025-11-06
Dynamic Analysis
Adversarial Learning
Interpretability

Hybrid Fuzzing with LLM-Guided Input Mutation and Semantic Feedback

Authors: Shiyin Lin | Published: 2025-11-06
Prompt Injection
Dynamic Analysis
Information Security

Client-Side Zero-Shot LLM Inference for Comprehensive In-Browser URL Analysis

Authors: Avihay Cohen | Published: 2025-06-04
Alignment
Prompt Injection
Dynamic Analysis

ReCopilot: Reverse Engineering Copilot in Binary Analysis

Authors: Guoqiang Chen, Huiqi Sun, Daguang Liu, Zhiqi Wang, Qiang Wang, Bin Yin, Lu Liu, Lingyun Ying | Published: 2025-05-22
Alignment
バイナリ分析
Dynamic Analysis

Adaptive Plan-Execute Framework for Smart Contract Security Auditing

Authors: Zhiyuan Wei, Jing Sun, Zijian Zhang, Zhe Hou, Zixiao Zhao | Published: 2025-05-21 | Updated: 2025-05-22
RAG
Prompt leaking
Dynamic Analysis

A Linear Approach to Data Poisoning

Authors: Diego Granziol, Donald Flynn | Published: 2025-05-21
Poisoning
Dynamic Analysis
Statistical Analysis

A Sysmon Incremental Learning System for Ransomware Analysis and Detection

Authors: Jamil Ispahany, MD Rafiqul Islam, M. Arif Khan, MD Zahidul Islam | Published: 2025-01-02
Online Learning
Dynamic Analysis

A Lean Transformer Model for Dynamic Malware Analysis and Detection

Authors: Tony Quertier, Benjamin Marais, Grégoire Barrué, Stéphane Morucci, Sévan Azé, Sébastien Salladin | Published: 2024-08-05
Malware Classification
Dynamic Analysis

Explainability-Informed Targeted Malware Misclassification

Authors: Quincy Card, Kshitiz Aryal, Maanak Gupta | Published: 2024-05-07
Poisoning
Malware Classification
Dynamic Analysis