Network Anomaly Detection Using Transfer Learning Based on Auto-Encoders Loss Normalization

Author:

Yehezkel Aviv1,Elyashiv Eyal2,Soffer Or1

Affiliation:

1. Cynamics, Ramat-Gan, Israel

2. Cynamics, Boston, MA, USA

Publisher

ACM

Reference47 articles.

1. Major cyberattacks have rocked the us and there are 'a lot of different ways that ransomware actors can disrupt everyone's lives ' experts say. https://www.businessinsider.com/cyberattacks-are-on-the-rise-in-the-us-experts-say-2021--6. Major cyberattacks have rocked the us and there are 'a lot of different ways that ransomware actors can disrupt everyone's lives ' experts say. https://www.businessinsider.com/cyberattacks-are-on-the-rise-in-the-us-experts-say-2021--6.

2. 2 iranian men indicted for ransomware cyberattacks on u.s. targets including port of san diego. https://www.sandiegouniontribune.com/business/technology/sd-fi-charges-port-of-san-diego-ransomware-20181128-story.html. 2 iranian men indicted for ransomware cyberattacks on u.s. targets including port of san diego. https://www.sandiegouniontribune.com/business/technology/sd-fi-charges-port-of-san-diego-ransomware-20181128-story.html.

3. New orleans declares state of emergency following ransomware attack. https://techcrunch.com/2019/12/14/new-orleans-declares-state-of-emergency-following-ransomware-attack/. New orleans declares state of emergency following ransomware attack. https://techcrunch.com/2019/12/14/new-orleans-declares-state-of-emergency-following-ransomware-attack/.

4. A comprehensive survey on network anomaly detection

5. Observations on Cisco sampled NetFlow

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3. Sensor Profiling and Automated Quality Checks on Sensor Data;2023 IEEE Technology & Engineering Management Conference - Asia Pacific (TEMSCON-ASPAC);2023-12-14

4. ADTCD: An Adaptive Anomaly Detection Approach Toward Concept Drift in IoT;IEEE Internet of Things Journal;2023-09-15

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