Benjamin M. Ampel
Benjamin M. Ampel
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Latest
A Domain-Adaptive Soft Prompting Framework for Multi-Type Bias Detection in News
Automatically Detecting Voice Phishing: A Large Audio Model Approach
Examining the Robustness of Machine Learning-based Phishing Website Detection: Action-Masked Reinforcement Learning for Automated Red Teaming
The 4th Workshop on Artificial Intelligence-enabled Cybersecurity Analytics
Creating Proactive Cyber Threat Intelligence with Hacker Exploit Labels: A Deep Transfer Learning Approach
Improving Threat Mitigation Through a Cybersecurity Risk Management Framework: A Computational Design Science Approach
Disrupting Ransomware Actors on the Bitcoin Blockchain: A Graph Embedding Approach
Generating Adversarial Phishing Websites to Evade Machine Learning-based Anti-Phishing Detectors: A Reinforcement Learning Approach
Mapping Exploit Code on Paste Sites to the MITRE ATT&CK Framework: A Multi-label Transformer Approach
Evading Anti-Phishing Models: A Field Note Documenting an Experience in the Machine Learning Security Evasion Competition 2022
Benchmarking the Robustness of Phishing Email Detection Systems
Exploring the Evolution of Exploit-Sharing Hackers: An Unsupervised Graph Embedding Approach
Identifying and Categorizing Malicious Content on Paste Sites: A Neural Topic Modeling Approach
Linking Common Vulnerabilities and Exposures to the MITRE ATT&CK Framework: A Self-Distillation Approach
Identifying Vulnerable GitHub Repositories and Users in Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach
Labeling Hacker Exploits for Proactive Cyber Threat Intelligence: A Deep Transfer Learning Approach
Smart Vulnerability Assessment for Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach