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AutonomousCyber '24 -- Workshop on Autonomous Cybersecurity

Published: 09 December 2024 Publication History

Abstract

Autonomous cybersecurity represents a significant evolution in information security, where systems independently detect, respond to, and neutralize cyber threats without the need for human intervention. This level of autonomy is a more advanced stage in cybersecurity, enabling systems not only to execute tasks but also to interpret contexts, make decisions, and adapt strategies in realtime. The shift towards autonomy promises enhanced adaptability, faster response times, and a reduction in human error. This domain stands out for its unique blend of advanced Machine Learning (ML) systems such as Reinforcement Learning (RL)-driven and Quantum Machine Learning (QML)-based agents with cybersecurity automation techniques such as automated patch management systems, automated incident response systems to forge self-reliant cybersecurity systems. The AutonomousCyber workshop provides a venue for presenting and discussing new developments in this field.

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  1. AutonomousCyber '24 -- Workshop on Autonomous Cybersecurity

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    cover image ACM Conferences
    CCS '24: Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security
    December 2024
    5188 pages
    ISBN:9798400706363
    DOI:10.1145/3658644
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 09 December 2024

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    Author Tags

    1. autonomous audit
    2. autonomous cybersecurity
    3. autonomous forensics investigation
    4. autonomous offensive security
    5. autonomous secure architecture
    6. autonomous threat hunting
    7. autonomous threat intelligence

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