Exploring Feature Importance and Explainability Towards Enhanced ML-Based DoS Detection in AI Systems

Autor: Yakubu, Paul Badu, Owusu, Evans, Santana, Lesther, Rahouti, Mohamed, Chehri, Abdellah, Xiong, Kaiqi

Denial of Service (DoS) attacks pose a significant threat in the realm of AI systems security, causing substantial financial losses and downtime. However, AI systems' high computational demands, dynamic behavior, and data variability make monitoring

Externí odkaz: http://arxiv.org/abs/2411.03355

Enhancing ML-Based DoS Attack Detection Through Combinatorial Fusion Analysis

Autor: Owusu, Evans, Rahouti, Mohamed, Hsu, D. Frank, Xiong, Kaiqi, Xin, Yufeng

Mitigating Denial-of-Service (DoS) attacks is vital for online service security and availability. While machine learning (ML) models are used for DoS attack detection, new strategies are needed to enhance their performance. We suggest an innovative m

Externí odkaz: http://arxiv.org/abs/2312.00006

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Towards a Deeper Understanding of the Behavioural Implications of Bidirectional Activity-Based Ambient Displays in Ambient Assisted Living Environments

Autor: Davis-Owusu, K.A., Owusu, Evans, Marcenaro, Lucio, Regazzoni, Carlo, Feijs, Loe, Hu, Jun, Ganchev, I., Garcia, N.M, Dobre, C., Mavromoustakis, C.X., Goleva, R.

Publikováno v: Enhanced Living Environments: Algorithms, Architectures, Platforms, and Systems
Enhanced Living Environments
Enhanced Living Environments: Algorithms, Architectures, Platforms, and Systems, 108-151
STARTPAGE=108;ENDPAGE=151;TITLE=Enhanced Living Environments
Lecture Notes in Computer Science ISBN: 9783030107512

In this chapter, we investigate the extent to which the real-time bidirectional exchange of activity information can influence context-awareness, social presence, social connectedness, and importantly interpersonal activity synchrony in mediated ambi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dd9c8351f77f7efb9dc060999564ac1e
http://resolver.tudelft.nl/uuid:1cfbccec-db59-41cc-9d1e-f72002c65538