CAMLIS 2023

Table of Contents

• Web Content Filtering Through Knowledge Distillation of Large Language Models 1-21 PDF
  Tamás Vörös, Sean Paul Bergeron, Konstantin Berlin
• Defending the unknown: Exploring reinforcement learning agents’ deployment in realistic, unseen networks 22-35 PDF
  Alberto Acuto 0001, Jack D., Simon Maskell
• Multi-Agent Reinforcement Learning for Maritime Operational Technology Cyber Security 36-48 PDF
  Ryan Menzies, Marco Casassa Mont, David Foster, Lisa Gralewski, Esin Turkbeyler, Neela Morarji, Alec Wilson
• Detecting SQL Injection Attacks using Machine Learning 49-59 PDF
  Miranda Clay, Elie Saad, Maialen Berrondo, Béatrice Moissinac
• Anomaly Detection of Command Shell Sessions based on DistilBERT: Unsupervised and Supervised Approaches 60-76 PDF
  Zefang Liu, John F. Buford
• Enhancing Exfiltration Path Analysis Using Reinforcement Learning 77-90 PDF
  Tyler Cody, Daniel Radke, Ryan Clark, Christopher Redino, Edward Bowen, Akshay Kakkar, Dhruv Nandakumar, Riddam Rishu, Cheng Wang (disambiguation), Abdul Rahman
• Model Leeching: An Extraction Attack Targeting LLMs 91-104 PDF
  Stefan Trawicki, William Hackett, Lewis Birch, Peter Garraghan, Neeraj Suri
• MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers 105-121 PDF
  Edward Raff, Robert J. Joyce, James Holt, Charles K. Nicholas
• Proxy in a Haystack: Uncovering and Classifying MFA Bypass Phishing Attacks in Large-Scale Authentication Data 122-133 PDF
  Rebecca Lynch, Lauren Saue-Fletcher
• Adaptive Experimental Design for Intrusion Data Collection 134-151 PDF
  Sonali Parbhoo, Kate Highnam, Zach Hanif, Ellie Van Vogt, Nicholas R. Jennings, Sergio Maffeis
• Half-Day Vulnerabilities: A study of the First Days of CVE Entries 152-180 PDF
  Kobra Khanmohammadi, Raphaël Khoury
• Small Effect Sizes in Malware Detection? Make Harder Train/Test Splits! 181-192 PDF
  James Holt, Charles K. Nicholas, Tirth Patel, Cynthia Matuszek, Edward Raff, Fred Lu
• FASER: Binary Code Similarity Search through the use of Intermediate Representations 193-202 PDF
  Iain Phillips (disambiguation), Josh Collyer, Tim Watson