papers

2023

1. 

   RWArmor: a static-informed dynamic analysis approach for early detection of cryptographic windows ransomware

   Md Ahsan Ayub, Ambareen Siraj, Bobby Filar, and 1 more author

   International Journal of Information Security, 2023

   HTML

2021

1. 

   Classifying sequences of extreme length with constant memory applied to malware detection

   Edward Raff, William Fleshman, Richard Zak, and 3 more authors

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2021

   HTML

2020

1. 

   ProblemChild: Discovering Anomalous Patterns based on Parent-Child Process Relationships

   Bobby Filar, and David French

   arXiv preprint arXiv:2008.04676, 2020

2. 

   Getting Passive Aggressive About False Positives: Patching Deployed Malware Detectors

   Edward Raff, Bobby Filar, and James Holt

   In 2020 International Conference on Data Mining Workshops (ICDMW), 2020

3. 

   Automatic YARA rule generation using biclustering

   Edward Raff, Richard Zak, Gary Lopez Munoz, and 5 more authors

   In Proceedings of the 13th ACM Workshop on Artificial Intelligence and Security, 2020

2018

1. 

   The malicious use of artificial intelligence: Forecasting, prevention, and mitigation

   Miles Brundage, Shahar Avin, Jack Clark, and 8 more authors

   arXiv preprint arXiv:1802.07228, 2018

   Bib

   @article{brundage2018malicious,
     title = {The malicious use of artificial intelligence: Forecasting, prevention, and mitigation},
     author = {Brundage, Miles and Avin, Shahar and Clark, Jack and Toner, Helen and Eckersley, Peter and Garfinkel, Ben and Dafoe, Allan and Scharre, Paul and Zeitzoff, Thomas and Filar, Bobby and others},
     journal = {arXiv preprint arXiv:1802.07228},
     year = {2018},
     url = {https://arxiv.org/abs/1802.07228},
     abs = {https://arxiv.org/abs/1802.07228},
   }

2. 

   Learning to evade static pe machine learning malware models via reinforcement learning

   Hyrum S Anderson, Anant Kharkar, Bobby Filar, and 2 more authors

   arXiv preprint arXiv:1801.08917, 2018

   Bib

   @article{anderson2018learning,
     title = {Learning to evade static pe machine learning malware models via reinforcement learning},
     author = {Anderson, Hyrum S and Kharkar, Anant and Filar, Bobby and Evans, David and Roth, Phil},
     journal = {arXiv preprint arXiv:1801.08917},
     year = {2018},
     url = {https://arxiv.org/abs/1801.08917},
     abs = {https://arxiv.org/abs/1801.08917},
   }

2017

1. 

   Ask Me Anything: A Conversational Interface to Augment Information Security Workers

   In Thirteenth Symposium on Usable Privacy and Security (SOUPS 2017), Jul 2017

2016

1. 

   DeepDGA: Adversarially-tuned domain generation and detection

   Hyrum S Anderson, Jonathan Woodbridge, and Bobby Filar

   In Proceedings of the 2016 ACM workshop on artificial intelligence and security, Jul 2016