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Cyberattacks are becoming increasingly difficult to detect and prevent due to their sophistication. In response, Autonomous Intelligent Cyber-defense Agents (AICAs) are emerging as crucial solutions. One prominent AICA agent is the Intrusion Response
Externí odkaz:
http://arxiv.org/abs/2411.15672
Autor:
Bhusal, Dipkamal, Alam, Md Tanvirul, Nguyen, Le, Mahara, Ashim, Lightcap, Zachary, Frazier, Rodney, Fieblinger, Romy, Torales, Grace Long, Blakely, Benjamin A., Rastogi, Nidhi
Large Language Models (LLMs) have demonstrated potential in cybersecurity applications but have also caused lower confidence due to problems like hallucinations and a lack of truthfulness. Existing benchmarks provide general evaluations but do not su
Externí odkaz:
http://arxiv.org/abs/2405.20441
Any human-designed system can potentially be exploited in ways that its designers did not envision, and information systems or networks using quantum components do not escape this reality. We are presented with a unique but quickly waning opportunity
Externí odkaz:
http://arxiv.org/abs/2404.12465
Automated Intelligent Cyberdefense Agents (AICAs) that are part Intrusion Detection Systems (IDS) and part Intrusion Response Systems (IRS) are being designed to protect against sophisticated and automated cyber-attacks. An AICA based on the ideas of
Externí odkaz:
http://arxiv.org/abs/2305.13967
Autor:
Kott, Alexander, Blakely, Benjamin, Henshel, Diane, Wehner, Gregory, Rowell, James, Evans, Nathaniel, Muñoz-González, Luis, Leslie, Nandi, French, Donald W, Woodard, Donald, Krutilla, Kerry, Joyce, Amanda, Linkov, Igor, Mas-Machuca, Carmen, Sztipanovits, Janos, Harney, Hugh, Kergl, Dennis, Nejib, Perri, Yakabovicz, Edward, Noel, Steven, Dudman, Tim, Trepagnier, Pierre, Badesha, Sowdagar, Møller, Alfred
This report summarizes the discussions and findings of the 2017 North Atlantic Treaty Organization (NATO) Workshop, IST-153, on Cyber Resilience, held in Munich, Germany, on 23-25 October 2017, at the University of Bundeswehr. Despite continual progr
Externí odkaz:
http://arxiv.org/abs/1804.07651
Autor:
Kott, Alexander, Thomas, Ryan, Drašar, Martin, Kont, Markus, Poylisher, Alex, Blakely, Benjamin, Theron, Paul, Evans, Nathaniel, Leslie, Nandi, Singh, Rajdeep, Rigaki, Maria, Yang, S Jay, LeBlanc, Benoit, Losiewicz, Paul, Hourlier, Sylvain, Blowers, Misty, Harney, Hugh, Wehner, Gregory, Guarino, Alessandro, Komárková, Jana, Rowell, James
This report summarizes the discussions and findings of the Workshop on Intelligent Autonomous Agents for Cyber Defence and Resilience organized by the NATO research group IST-152-RTG. The workshop was held in Prague, Czech Republic, on 18-20 October
Externí odkaz:
http://arxiv.org/abs/1804.07646
Publikováno v:
In International Journal of Accounting Information Systems September 2022 46
Akademický článek
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Publikováno v:
In Journal of Network and Computer Applications 15 December 2018 124:63-79
Publikováno v:
IEEE Transactions on Intelligent Transportation Systems; 2024, Vol. 25 Issue: 6 p5271-5281, 11p