H
Hamed Haddad Pajouh
Researcher at Shiraz University of Technology
Publications - 2
Citations - 413
Hamed Haddad Pajouh is an academic researcher from Shiraz University of Technology. The author has contributed to research in topics: Anomaly-based intrusion detection system & False alarm. The author has an hindex of 2, co-authored 2 publications receiving 278 citations.
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Journal ArticleDOI
A Two-Layer Dimension Reduction and Two-Tier Classification Model for Anomaly-Based Intrusion Detection in IoT Backbone Networks
TL;DR: A novel model for intrusion detection based on two-layer dimension reduction and two-tier classification module, designed to detect malicious activities such as User to Root (U2R) and Remote to Local (R2L) attacks is presented.
Journal ArticleDOI
Intelligent OS X malware threat detection with code inspection
Hamed Haddad Pajouh,Ali Dehghantanha,Raouf Khayami,Kim-Kwang Raymond Choo,Kim-Kwang Raymond Choo +4 more
TL;DR: The model applies kernel base Support Vector Machine and a novel weighting measure based on application library calls to detect OS X malware and reflects that increasing sample size in synthetic datasets has direct positive effect on detection accuracy while increases false alarm rate in compare to the original dataset.