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08/31/2023
LLM in the Shell: Generative Honeypots
Honeypots are essential tools in cybersecurity. However, most of them (e...
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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 ...
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08/30/2023
Conti Inc.: Understanding the Internal Discussions of a large Ransomware-as-a-Service Operator with Machine Learning
Ransomware-as-a-service (RaaS) is increasing the scale and complexity of...
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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...
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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...
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05/02/2023
Towards a better labeling process for network security datasets
Most network security datasets do not have comprehensive label assignmen...
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02/07/2023
Catch Me If You Can: Improving Adversaries in Cyber-Security With Q-Learning Algorithms
The ongoing rise in cyberattacks and the lack of skilled professionals i...
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04/13/2022
Stealing Malware Classifiers and AVs at Low False Positive Conditions
Model stealing attacks have been successfully used in many machine learn...
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02/03/2022
Entanglement: Cybercrime Connections of an Internet Marketing Forum Population
Many activities related to cybercrime operations do not require much sec...
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09/13/2021
Deep Generative Models to Extend Active Directory Graphs with Honeypot Users
Active Directory (AD) is a crucial element of large organizations, given...
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07/09/2021
Large Scale Measurement on the Adoption of Encrypted DNS
Several encryption proposals for DNS have been presented since 2016, but...
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05/05/2021
Current State of IPv6 Security in IoT
This report presents the current state of security in IPv6 for IoT devic...
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07/15/2020
A Survey of Privacy Attacks in Machine Learning
As machine learning becomes more widely used, the need to study its impl...
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06/11/2020