Mohammad Hashemi

According to our database, Mohammad Hashemi authored at least 29 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Bake It Till You Make It Heat-induced Power Leakage from Masked Neural Networks.

Dev M. Mehta, Mohammad Hashemi, David Selasi Koblah, Domenic Forte, Fatemeh Ganji

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2024

1/0 Shades of UC: Photonic Side-Channel Analysis of Universal Circuits.

Dev M. Mehta, Mohammad Hashemi, Domenic Forte, Shahin Tajik, Fatemeh Ganji

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2024

FaultyGarble: Fault Attack on Secure Multiparty Neural Network Inference.

Mohammad Hashemi, Dev M. Mehta, Kyle Mitard, Shahin Tajik, Fatemeh Ganji

IACR Cryptol. ePrint Arch., 2024

Enhancing Coronary Artery Disease Classification Using Optimized MLP Based on Genetic Algorithm.

Mohammad Hashemi, Seyedeh Somayeh Salehi Komamardakhi, Mohammad Maftoun, Omid Zare, Javad Hassannataj Joloudari, Mohammad Ali Nematollahi, Roohallah Alizadehsani, Pietro Sala, Juan Manuel Górriz

Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024

A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation.

Mohammad Hashemi, Shengbo Gong, Juntong Ni, Wenqi Fan, B. Aditya Prakash, Wei Jin

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Detecting Unseen Anomalies in Network Systems by Leveraging Neural Networks.

Mohammad J. Hashemi, Eric Keller, Saeid Tizpaz-Niari

IEEE Trans. Netw. Serv. Manag., September, 2023

A type-2 neuro-fuzzy system with a novel learning method for Parkinson's disease diagnosis.

Armin Salimi-Badr, Mohammad Hashemi, Hamidreza Saffari

Appl. Intell., June, 2023

Bake It Till You Make It: Heat-induced Leakage from Masked Neural Networks.

Dev M. Mehta, Mohammad Hashemi, David Selasi Koblah, Domenic Forte, Fatemeh Ganji

IACR Cryptol. ePrint Arch., 2023

Time is money, friend! Timing Side-channel Attack against Garbled Circuit Constructions.

Mohammad Hashemi, Domenic Forte, Fatemeh Ganji

IACR Cryptol. ePrint Arch., 2023

City Guarding with Cameras of Bounded Field of View.

Ahmad Biniaz, Mohammad Hashemi

Proceedings of the 35th Canadian Conference on Computational Geometry, 2023

2022

HWGN2: Side-channel Protected Neural Networks through Secure and Private Function Evaluation.

Mohammad Hashemi, Steffi Roy, Domenic Forte, Fatemeh Ganji

CoRR, 2022

HWGN²: Side-Channel Protected NNs Through Secure and Private Function Evaluation.

Mohammad Hashemi, Steffi Roy, Domenic Forte, Fatemeh Ganji

Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2022

Garbled EDA: Privacy Preserving Electronic Design Automation.

Mohammad Hashemi, Steffi Roy, Fatemeh Ganji, Domenic Forte

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

2021

Accuracy-Improved and Low-Cost Material Characterization Using Power Measurement and Artificial Neural Network.

Tahoura Mosavirik, Mohammad Hashemi, Mohammad Soleimani, Vahid Nayyeri, Omar M. Ramahi

IEEE Trans. Instrum. Meas., 2021

Parkinson's Disease Diagnosis based on Gait Cycle Analysis Through an Interpretable Interval Type-2 Neuro-Fuzzy System.

Armin Salimi-Badr, Mohammad Hashemi, Hamidreza Saffari

CoRR, 2021

FPGA-based Implementation of a New Data Frame Correction System for Merging Units.

Mohammad Hashemi, Bijan Alizadeh

CoRR, 2021

2020

Structural insights for rational design of new PIM-1 kinase inhibitors based on 3, 5-disubstituted indole derivatives: An integrative computational approach.

Hafez Razmazma, Ali Ebrahimi, Mohammad Hashemi

Comput. Biol. Medicine, 2020

Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems.

Mohammad J. Hashemi, Eric Keller

Proceedings of the 2020 IEEE Conference on Network Function Virtualization and Software Defined Networks, 2020

General Domain Adaptation Through Proportional Progressive Pseudo Labeling.

Mohammad J. Hashemi, Eric Keller

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Baran: a service-oriented cloud-based user monitoring and data analysis framework.

Mohammad Hashemi

PhD thesis, 2019

FOCUS: Scalable Search Over Highly Dynamic Geo-distributed State.

Azzam Alsudais, Mohammad Hashemi, Zhe Huang, Bharath Balasubramanian, Shankaranarayanan Puzhavakath Narayanan, Eric Keller, Kaustubh Joshi

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Towards Evaluation of NIDSs in Adversarial Setting.

Mohammad J. Hashemi, Greg Cusack, Eric Keller

Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, 2019

2018

Stochastic Substitute Training: A Gray-box Approach to Craft Adversarial Examples Against Gradient Obfuscation Defenses.

Mohammad Hashemi, Greg Cusack, Eric Keller

Proceedings of the 11th ACM Workshop on Artificial Intelligence and Security, 2018

2016

A pro-active and dynamic prediction assistance using BaranC framework.

Mohammad Hashemi, John Herbert

Proceedings of the International Conference on Mobile Software Engineering and Systems, 2016

User interaction monitoring and analysis framework.

Mohammad Hashemi, John Herbert

Proceedings of the International Conference on Mobile Software Engineering and Systems, 2016

A Service-Oriented User Interaction Analysis Framework Supporting Adaptive Applications.

Mohammad Hashemi, John Herbert

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

A Next Application Prediction Service Using the BaranC Framework.

Mohammad Hashemi, John Herbert

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Child-centred design supported by comprehensive child application use analysis.

Mohammad Hashemi, John Herbert

Proceedings of the The 15th International Conference on Interaction Design and Children, 2016

2015

Baran: An Interaction-centred User Monitoring Framework.

Mohammad Hashemi, John Herbert

Proceedings of the PhyCS 2015 - Proceedings of the 2nd International Conference on Physiological Computing Systems, ESEO, Angers, Loire Valley, France, 11, 2015