[PDF][PDF] Practical Attacks Against DNS Reputation Systems

T Galloway, K Karakolios, Z Ma… - … IEEE Symposium on …, 2024 - tillsongalloway.com
DNS reputation systems are a critical layer of network defense that use ML to identify
potentially malicious domains based on DNS-related behaviors. Despite their importance in …

Enhancing Incident Management by an Improved Understanding of Data Exfiltration: Definition, Evaluation, Review

M Mundt, H Baier - International Conference on Digital Forensics and …, 2024 - Springer
Whether it is an insider or an Advanced Persistent Threat (APT), sensitive data is being
stolen. This year's German Federal Office for Information Security (BSI) annual report …

C2Store: C2 Server Profiles at Your Fingertips

V Jain, SMM Alam, SV Krishnamurthy… - Proceedings of the ACM …, 2023 - dl.acm.org
How can we build a definitive capability for tracking C2 servers? Having a large-scale
continuously updating capability would be essential for understanding the spatiotemporal …

[PDF][PDF] DNS Exfiltration Guided by Generative Adversarial Networks

Today, DNS exfiltration attacks are detected by checking for anomalies present in the traffic,
such as unusually high transmission rates to a single domain and/or DNS query patterns …