awesome-AISecOps
This repository contains a curated list of awesome resources related to AISecOps.
https://github.com/oasiszrz/awesome-AISecOps
Last synced: 19 days ago
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AISec
- Dos and Don'ts of Machine Learning in Computer Security, USENIX 2022
- Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection, NDSS 2018
- Dos and Don'ts of Machine Learning in Computer Security, USENIX 2022
- HAST-IDS: Learning Hierarchical Spatial-Temporal Features Using Deep Neural Networks to Improve Intrusion Detection, IEEE ACCESS
- Locate-Then-Detect: Real-time Web Attack Detection via Attention-based Deep Neural Networks, IJCAI 2019
- DeepLog: Anomaly Detection and Diagnosis from System Logs Through Deep Learning, CCS 2017
- Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection, NDSS 2018
- HERCULE: Attack Story Reconstruction via Community Discovery on Correlated Log Graph, ACSAC 2016
- DeepTraffic
- Awesome Machine Learning for Cyber Security
- Machine Learning for Cyber Security
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SecOps
- 99% false positives: A qualitative study of SOC analysts' perspectives on security alarms, USENIX 2022
- Security Operations Center: A Systematic Study and Open Challenges, IEEE ACCESS 2020
- SANS 2021 Automation and Integration Survey
- Hype Cycle for Security Operations 2021
- Your Metrics Suck!5 SecOps Metrics That Are Better Than MTTR, RSA 2021
- ATT&CK
- ENGAGE
- IACD - readable cyber threat information.
- CARTA
- ATT&CK News
- Security Operations Center: A Systematic Study and Open Challenges, IEEE ACCESS 2020
- Hype Cycle for Security Operations 2021
- Matched and Mismatched SOCs: A Qualitative Study on Security Operations Center Issues, CCS 2019
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