Publications | Maria Rigakihttps://mariarigaki.github.io/publications/PublicationsHugoBlox Kit (https://hugoblox.com)en-usSun, 01 Mar 2026 00:00:00 +0000https://mariarigaki.github.io/media/icon_hu_2dc8a7743be9bda7.pngPublicationshttps://mariarigaki.github.io/publications/Building Adaptative and Transparent Cyber Agents with Local Language Modelshttps://mariarigaki.github.io/publications/adaptive-cyber-agents/Sun, 01 Mar 2026 00:00:00 +0000https://mariarigaki.github.io/publications/adaptive-cyber-agents/Evaluating Generalization Mechanisms in Autonomous Cyber Attack Agentshttps://mariarigaki.github.io/publications/evaluating-generalization/Sun, 01 Mar 2026 00:00:00 +0000https://mariarigaki.github.io/publications/evaluating-generalization/AlquistCoder: A Synthetic Data Approach to Training Compact Secure Coding Assistants and Building Security Benchmarkshttps://mariarigaki.github.io/publications/alquistcoder/Thu, 01 Jan 2026 00:00:00 +0000https://mariarigaki.github.io/publications/alquistcoder/Offensive Applications of Machine Learning in Cybersecurityhttps://mariarigaki.github.io/publications/dissertation/Fri, 05 Dec 2025 00:00:00 +0000https://mariarigaki.github.io/publications/dissertation/Hackphyr: A Local Fine-Tuned LLM Agent for Network Security Environmentshttps://mariarigaki.github.io/publications/hackphyr/Tue, 17 Sep 2024 00:00:00 +0000https://mariarigaki.github.io/publications/hackphyr/Prompt. Exploit. Repeat: Automating Network Security Testing with LLMshttps://mariarigaki.github.io/publications/prompt-exploit-repeat/Mon, 01 Jan 2024 00:00:00 +0000https://mariarigaki.github.io/publications/prompt-exploit-repeat/A Survey of Privacy Attacks in Machine Learninghttps://mariarigaki.github.io/publications/survey/Wed, 06 Sep 2023 00:00:00 +0000https://mariarigaki.github.io/publications/survey/Stealing and evading malware classifiers and antivirus at low false positive conditionshttps://mariarigaki.github.io/publications/malware-extraction/Wed, 06 Sep 2023 00:00:00 +0000https://mariarigaki.github.io/publications/malware-extraction/The Power of MEME: Adversarial Malware Creation with Model-Based Reinforcement Learninghttps://mariarigaki.github.io/publications/meme/Thu, 31 Aug 2023 00:00:00 +0000https://mariarigaki.github.io/publications/meme/Out of the Cage: How Stochastic Parrots Win in Cyber Security Environmentshttps://mariarigaki.github.io/publications/out-cage/Wed, 23 Aug 2023 00:00:00 +0000https://mariarigaki.github.io/publications/out-cage/Machete: Dissecting the Operations of a Cyber Espionage Group in Latin Americahttps://mariarigaki.github.io/publications/machete/Thu, 20 Jun 2019 00:00:00 +0000https://mariarigaki.github.io/publications/machete/Bringing a GAN to a Knife-fight: Adapting Malware Communication to Avoid Detectionhttps://mariarigaki.github.io/publications/gan-knife-fight/Thu, 24 May 2018 00:00:00 +0000https://mariarigaki.github.io/publications/gan-knife-fight/