Search Results for author: Fatemeh Ganji

Found 6 papers, 0 papers with code

A Survey and Perspective on Artificial Intelligence for Security-Aware Electronic Design Automation

no code implementations19 Apr 2022 David Selasi Koblah, Rabin Yu Acharya, Daniel Capecci, Olivia P. Dizon-Paradis, Shahin Tajik, Fatemeh Ganji, Damon L. Woodard, Domenic Forte

Artificial intelligence (AI) and machine learning (ML) techniques have been increasingly used in several fields to improve performance and the level of automation.

RNNIDS: Enhancing Network Intrusion Detection Systems through Deep Learning

no code implementations ScienceRedirect 2020 Soroush M. Sohia, Jean-Pierre Seifertac, Fatemeh Ganji

In this regard, for the first time, we demonstrate that RNNs are helpful to generate new, unseen mutants of attacks as well as synthetic signatures from the most advanced malware to improve the intrusion detection rate.

Network Intrusion Detection

Physically Unclonable Functions and AI: Two Decades of Marriage

no code implementations26 Aug 2020 Fatemeh Ganji, Shahin Tajik

The current chapter aims at establishing a relationship between artificial intelligence (AI) and hardware security.

Vocal Bursts Valence Prediction

Artificial Neural Networks and Fault Injection Attacks

no code implementations17 Aug 2020 Shahin Tajik, Fatemeh Ganji

This chapter is on the security assessment of artificial intelligence (AI) and neural network (NN) accelerators in the face of fault injection attacks.

Attack of the Genes: Finding Keys and Parameters of Locked Analog ICs Using Genetic Algorithm

no code implementations31 Mar 2020 Rabin Yu Acharya, Sreeja Chowdhury, Fatemeh Ganji, Domenic Forte

We also discuss how the GA attack can generalize to other recent analog locking techniques not tested in the paper

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