Impact of Feature Encoding on Malware Classification Explainability

no code implementations • 10 Jul 2023 • Elyes Manai, Mohamed Mejri, Jaouhar Fattahi

Using a malware classification dataset, we trained an XGBoost model and compared the performance of two feature encoding methods: Label Encoding (LE) and One Hot Encoding (OHE).

Classification Explainable artificial intelligence +2

Damaged Fingerprint Recognition by Convolutional Long Short-Term Memory Networks for Forensic Purposes

no code implementations • 30 Dec 2020 • Jaouhar Fattahi, Mohamed Mejri

Fingerprint recognition is often a game-changing step in establishing evidence against criminals.

Circular Antenna Array Design for Breast Cancer Detection

no code implementations • 15 Jan 2018 • Kalthoum Ouerghi, Najib Fadlallah, Amor Smida, Ridha Ghayoula, Jaouhar Fattahi, Noureddine Boulejfen

Microwave imaging for breast cancer detection is based on the contrast in the electrical properties of healthy fatty breast tissues.

Breast Cancer Detection

Fusion of ANN and SVM Classifiers for Network Attack Detection

no code implementations • 9 Jan 2018 • Takwa Omrani, Adel Dallali, Bilgacem Chibani Rhaimi, Jaouhar Fattahi

in this context, most of the existing approaches of attack detection rely mainly on a finite set of attacks.

Intrusion Detection