research
∙
08/31/2023
The Power of MEME: Adversarial Malware Creation with Model-Based Reinforcement Learning
Due to the proliferation of malware, defenders are increasingly turning ...
share
research
∙
08/23/2023
Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments
Large Language Models (LLMs) have gained widespread popularity across di...
research
∙
05/02/2023
Attacker Profiling Through Analysis of Attack Patterns in Geographically Distributed Honeypots
Honeypots are a well-known and widely used technology in the cybersecuri...
research
∙
04/13/2022
Stealing Malware Classifiers and AVs at Low False Positive Conditions
Model stealing attacks have been successfully used in many machine learn...
research
∙
07/15/2020
A Survey of Privacy Attacks in Machine Learning
As machine learning becomes more widely used, the need to study its impl...
research
∙
06/11/2020
DNS Tunneling: A Deep Learning based Lexicographical Detection Approach
Domain Name Service is a trusted protocol made for name resolution, but ...
research
∙
04/20/2018