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Workshop Proceedings
Workshop Proceedings
Workshop proceedings will be published on arXiv at https://arxiv.org/html/2108.08476.
Please find direct links to PDF versions conference publications below. Links to arXiv conference index page and official citations are pending submission of individual manuscripts to arXiv.org (instructions for authors).
Leveraging Uncertainty for Improved Static Malware Detection Under Extreme False Positive Constraints (PDF)
Leveraging Uncertainty for Improved Static Malware Detection Under Extreme False Positive Constraints (PDF)
Andre T. Nguyen, Edward Raff, Charles Nicholas, James Holt
arXiv: IJCAI-ACD/2021/102
Presentation: Video Presentation - Slides
Justin Allen, David Knapp, Kristine Monteith
arXiv: IJCAI-ACD/2021/104
Presentation: Video Presentation - Slides
Maxine M. Major, Brian J. Souza, Joseph DiVita, Kimberly J. Ferguson-Walter
arXiv: IJCAI-ACD/2021/106
Presentation: Video Presentation - Slides
Erich C. Walter, Kimberly J. Ferguson-Walter, Ahmad D. Ridley
arXiv: IJCAI-ACD/2021/108
Presentation: Video Presentation - Slides
Palvi Aggarwal, Yinuo Du, Kuldeep Singh, Cleotilde Gonzalez
arXiv: IJCAI-ACD/2021/110
Presentation: Video Presentation - Slides
Maxwell Standen, Martin Lucas, David Bowman, Toby J. Richer, Junae Kim, Damian Marriott
arXiv: IJCAI-ACD/2021/112
Presentation: Video Presentation - Slides
Khuong Tran, Ashlesha Akella, Maxwell Standen, Junae Kim, David Bowman, Toby Richer, Chin-Teng Lin
arXiv: IJCAI-ACD/2021/114
Presentation: Video Presentation - Slides
Cyber Autonomy Gym for Experimentation Challenge 1 (PDF)
Cyber Autonomy Gym for Experimentation Challenge 1 (PDF)
CAGE Working Group
arXiv: IJCAI-ACD/2021/118
Codebase: https://github.com/cage-challenge/cage-challenge-1
End-To-End Anomaly Detection for Identifying Malicious Cyber Behavior through NLP-Based Log Embeddings (PDF)
End-To-End Anomaly Detection for Identifying Malicious Cyber Behavior through NLP-Based Log Embeddings (PDF)
Andrew Golczynski, John A. Emanuello
arXiv: IJCAI-ACD/2021/120
Presentation: Video Presentation - Slides
Fitzroy D. Nembhard, Marco M. Carvalho
arXiv: IJCAI-ACD/2021/122
Presentation: Video Presentation - Slides
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