Semeen Rehman

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 76

Top Venues

Karlsruhe Institute of Technology (PHD)

Education History

Karlsruhe Institute of Technology

PHD

Publications

Saeed Seyedfaraji, Markus Bichl, Asad Aftab, Semeen Rehman
HOPE: Holistic STT-RAM Architecture Exploration Framework for Future Cross-Platform Analysis. CoRR (2024)
Saeed Seyedfaraji, Markus Bichl, Asad Aftab, Semeen Rehman
HOPE: Holistic STT-RAM Architecture Exploration Framework for Future Cross-Platform Analysis. IEEE Access 12 (2024)
Zahra Abbas, Sunila Fatima Ahmad, Madiha Haider Syed, Adeel Anjum, Semeen Rehman
Exploring Deep Federated Learning for the Internet of Things: A GDPR-Compliant Architecture. IEEE Access 12 (2024)
Asad Aftab, Semeen Rehman
dRG-MEC: Decentralized Reinforced Green Offloading for MEC-enabled Cloud Network. CoRR (2024)
Rabeeha Fazal, Razaullah Khan, Adeel Anjum, Madiha Haider Syed, Abid Khan, Semeen Rehman
Improved angelization technique against background knowledge attack for 1:M microdata. PeerJ Comput. Sci. 9 (2023)
Asad Aftab, Chrysostomos Chrysostomou, Hassaan Khaliq Qureshi, Semeen Rehman
Holo-Block Chain: A Hybrid Approach for Secured IoT Healthcare Ecosystem. CoRR (2023)
Asad Aftab, Semeen Rehman
dRG-MEC: Decentralized Reinforced Green Offloading for MEC-enabled Cloud Network. WiMob (2023)
Najma Taimoor, Semeen Rehman
Reliable and Resilient AI and IoT-based Personalised Healthcare Services: A Survey. CoRR (2022)
Saeed Seyedfaraji, Javad Talafy, Mohamed M. Sabry, Semeen Rehman
EXTENT: Enabling Approximation-Oriented Energy Efficient STT-RAM Write Circuit. CoRR (2022)
Saeed Seyedfaraji, Baset Mesgari, Semeen Rehman
AID: Accuracy Improvement of Analog Discharge-Based in-SRAM Multiplication Accelerator. CoRR (2022)
Najma Taimoor, Semeen Rehman
On the Validation of Multi-Level Personalised Health Condition Model. CoRR (2022)
Saeed Seyedfaraji, Baset Mesgari, Semeen Rehman
SMART: Investigating the Impact of Threshold Voltage Suppression in an In-SRAM Multiplication/Accumulation Accelerator for Accuracy Improvement in 65 nm CMOS Technology. DSD (2022)
Najma Taimoor, Semeen Rehman
Towards Multi-Level Modelling and Monitoring of Real-time Personalised Health Conditions. ETFA (2022)
Saeed Seyedfaraji, Baset Mesgari, Semeen Rehman
SMART: Investigating the Impact of Threshold Voltage Suppression in an In-SRAM Multiplication/Accumulation Accelerator for Accuracy Improvement in 65 nm CMOS Technology. CoRR (2022)
Asad Aftab, Chrysostomos Chrysostomou, Hassaan Khaliq Qureshi, Semeen Rehman
Holo-Block Chain: A Hybrid Approach for Secured IoT Healthcare Ecosystem. WiMob (2022)
Saeed Seyedfaraji, Baset Mesgari, Semeen Rehman
AID: Accuracy Improvement of Analog Discharge-Based in-SRAM Multiplication Accelerator. DATE (2022)
Najma Taimoor, Semeen Rehman
Reliable and Resilient AI and IoT-Based Personalised Healthcare Services: A Survey. IEEE Access 10 (2022)
Saeed Seyedfaraji, Javad Talafy Daryani, Mohamed M. Sabry Aly, Semeen Rehman
EXTENT: Enabling Approximation-Oriented Energy Efficient STT-RAM Write Circuit. IEEE Access 10 (2022)
Najma Taimoor, Semeen Rehman
On the Validation of Multi-Level Personalised Health Condition Model. DSD (2022)
Faiq Khalid, Imran Hafeez Abbassi, Semeen Rehman, Awais Mehmood Kamboh, Osman Hasan, Muhammad Shafique
ForASec: Formal Analysis of Hardware Trojan-Based Security Vulnerabilities in Sequential Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (4) (2022)
Salim Ullah, Semeen Rehman, Muhammad Shafique, Akash Kumar
High-Performance Accurate and Approximate Multipliers for FPGA-Based Hardware Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (2) (2022)
Bharath Srinivas Prabakaran, Asima Akhtar, Semeen Rehman, Osman Hasan, Muhammad Shafique
BioNetExplorer: Architecture-Space Exploration of Biosignal Processing Deep Neural Networks for Wearables. IEEE Internet Things J. 8 (17) (2021)
Alessio Colucci, Dávid Juhász, Martin Mosbeck, Alberto Marchisio, Semeen Rehman, Manfred Kreutzer, Günther Nadbath, Axel Jantsch, Muhammad Shafique
MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences. DATE (2021)
Bharath Srinivas Prabakaran, Asima Akhtar, Semeen Rehman, Osman Hasan, Muhammad Shafique
BioNetExplorer: Architecture-Space Exploration of Bio-Signal Processing Deep Neural Networks for Wearables. CoRR (2021)
Salim Ullah, Hendrik Schmidl, Siva Satyendra Sahoo, Semeen Rehman, Akash Kumar
Area-Optimized Accurate and Approximate Softcore Signed Multiplier Architectures. IEEE Trans. Computers 70 (3) (2021)
Hassan Ali, Faiq Khalid, Hammad Tariq, Muhammad Abdullah Hanif, Rehan Ahmed, Semeen Rehman
SSCNets: Robustifying DNNs using Secure Selective Convolutional Filters. IEEE Des. Test 37 (2) (2020)
Alessio Colucci, Dávid Juhász, Martin Mosbeck, Alberto Marchisio, Semeen Rehman, Manfred Kreutzer, Guenther Nadbath, Axel Jantsch, Muhammad Shafique
MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences. CoRR (2020)
Faiq Khalid, Hassan Ali, Muhammad Abdullah Hanif, Semeen Rehman, Rehan Ahmed, Muhammad Shafique
FaDec: A Fast Decision-based Attack for Adversarial Machine Learning. IJCNN (2020)
Faiq Khalid, Hassan Ali, Muhammad Abdullah Hanif, Semeen Rehman, Rehan Ahmed, Muhammad Shafique
RED-Attack: Resource Efficient Decision based Attack for Machine Learning. CoRR (2019)
Jeff Jun Zhang, Kang Liu, Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Theocharis Theocharides, Alessandro Artussi, Muhammad Shafique, Siddharth Garg
Building Robust Machine Learning Systems: Current Progress, Research Challenges, and Opportunities. DAC (2019)
Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Junaid Qadir, Muhammad Shafique
FAdeML: Understanding the Impact of Pre-Processing Noise Filtering on Adversarial Machine Learning. DATE (2019)
Florian Kriebel, Semeen Rehman, Muhammad Shafique
Studying Aging and Soft Error Mitigation Jointly under Constrained Scenarios in Multi-Cores. IOLTS (2019)
Bharath Srinivas Prabakaran, Semeen Rehman, Muhammad Shafique
XBioSiP: A Methodology for Approximate Bio-Signal Processing at the Edge. DAC (2019)
Imran Hafeez Abbassi, Faiq Khalid, Semeen Rehman, Awais Mehmood Kamboh, Axel Jantsch, Siddharth Garg, Muhammad Shafique
TrojanZero: Switching Activity-Aware Design of Undetectable Hardware Trojans with Zero Power and Area Footprint. DATE (2019)
Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Rehan Ahmed, Muhammad Shafique
TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural Networks. IOLTS (2019)
Faiq Khalid, Hassan Ali, Hammad Tariq, Muhammad Abdullah Hanif, Semeen Rehman, Rehan Ahmed, Muhammad Shafique
QuSecNets: Quantization-based Defense Mechanism for Securing Deep Neural Network against Adversarial Attacks. IOLTS (2019)
Muhammad Abdullah Hanif, Muhammad Zuhaib Akbar, Rehan Ahmed, Semeen Rehman, Axel Jantsch, Muhammad Shafique
MemGANs: Memory Management for Energy-Efficient Acceleration of Complex Computations in Hardware Architectures for Generative Adversarial Networks. ISLPED (2019)
Bharath Srinivas Prabakaran, Mihika Dave, Florian Kriebel, Semeen Rehman, Muhammad Shafique
Architectural-Space Exploration of Heterogeneous Reliability and Checkpointing Modes for Out-of-Order Superscalar Processors. IEEE Access 7 (2019)
Florian Kriebel, Semeen Rehman, Muhammad Abdullah Hanif, Faiq Khalid, Muhammad Shafique
Robustness for Smart Cyber Physical Systems and Internet-of-Things: From Adaptive Robustness Methods to Reliability and Security for Machine Learning. ISVLSI (2018)
Hammad Tariq, Hassan Ali, Muhammad Abdullah Hanif, Faiq Khalid, Semeen Rehman, Rehan Ahmed, Muhammad Shafique
SSCNets: A Selective Sobel Convolution-based Technique to Enhance the Robustness of Deep Neural Networks against Security Attacks. CoRR (2018)
Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Junaid Qadir, Muhammad Shafique
FAdeML: Understanding the Impact of Pre-Processing Noise Filtering on Adversarial Machine Learning. CoRR (2018)
Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Muhammad Shafique
Security for Machine Learning-based Systems: Attacks and Challenges during Training and Inference. CoRR (2018)
Hassan Ali, Hammad Tariq, Muhammad Abdullah Hanif, Faiq Khalid, Semeen Rehman, Rehan Ahmed, Muhammad Shafique
QuSecNets: Quantization-based Defense Mechanism for Securing Deep Neural Network against Adversarial Attacks. CoRR (2018)
Alberto Marchisio, Muhammad Abdullah Hanif, Semeen Rehman, Maurizio Martina, Muhammad Shafique
A Methodology for Automatic Selection of Activation Functions to Design Hybrid Deep Neural Networks. CoRR (2018)
Muhammad Abdullah Hanif, Rachmad Vidya Wicaksana Putra, Muhammad Tanvir, Rehan Hafiz, Semeen Rehman, Muhammad Shafique
MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks. CoRR (2018)
Faiq Khalid, Imran Hafeez Abbassi, Semeen Rehman, Osman Hasan, Muhammad Shafique
ForASec: Formal Analysis of Security Vulnerabilities in Sequential Circuits. CoRR (2018)
Bharath Srinivas Prabakaran, Semeen Rehman, Muhammad Abdullah Hanif, Salim Ullah, Ghazal Mazaheri, Akash Kumar, Muhammad Shafique
DeMAS: An efficient design methodology for building approximate adders for FPGA-based systems. DATE (2018)
Salim Ullah, Semeen Rehman, Bharath Srinivas Prabakaran, Florian Kriebel, Muhammad Abdullah Hanif, Muhammad Shafique, Akash Kumar
Area-optimized low-latency approximate multipliers for FPGA-based hardware accelerators. DAC (2018)
Semeen Rehman, Florian Kriebel, Bharath Srinivas Prabakaran, Faiq Khalid, Muhammad Shafique
Hardware and Software Techniques for Heterogeneous Fault-Tolerance. IOLTS (2018)
Muhammad Abdullah Hanif, Faiq Khalid, Rachmad Vidya Wicaksana Putra, Semeen Rehman, Muhammad Shafique
Robust Machine Learning Systems: Reliability and Security for Deep Neural Networks. IOLTS (2018)
Bharath Srinivas Prabakaran, Mihika Dave, Semeen Rehman, Florian Kriebel, Muhammad Shafique
Heterogeneous Reliability Modes with Efficient State Compression for Out-of-Order Superscalar Processors. CoRR (2018)
Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Muhammad Shafique
Security for Machine Learning-Based Systems: Attacks and Challenges During Training and Inference. FIT (2018)
Muhammad Shafique, Faiq Khalid, Semeen Rehman
Intelligent Security Measures for Smart Cyber Physical Systems. DSD (2018)
Imran Hafeez Abbassi, Faiq Khalid, Semeen Rehman, Awais Mehmood Kamboh, Axel Jantsch, Siddharth Garg, Muhammad Shafique
TrojanZero: Switching Activity-Aware Design of Undetectable Hardware Trojans with Zero Power and Area Footprint. CoRR (2018)
Muhammad Abdullah Hanif, Alberto Marchisio, Tabasher Arif, Rehan Hafiz, Semeen Rehman, Muhammad Shafique
X-DNNs: Systematic Cross-Layer Approximations for Energy-Efficient Deep Neural Networks. J. Low Power Electron. 14 (4) (2018)
Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Muhammad Shafique
ISA4ML: Training Data-Unaware Imperceptible Security Attacks on Machine Learning Modules of Autonomous Vehicles. CoRR (2018)
Muhammad Shafique, Theocharis Theocharides, Christos-Savvas Bouganis, Muhammad Abdullah Hanif, Faiq Khalid, Rehan Hafiz, Semeen Rehman
An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era. DATE (2018)
Arun Subramaniyan, Semeen Rehman, Muhammad Shafique, Akash Kumar, Jörg Henkel
Soft error-aware architectural exploration for designing reliability adaptive cache hierarchies in multi-cores. DATE (2017)
Muhammad Shafique, Semeen Rehman, Florian Kriebel, Muhammad Usman Karim Khan, Bruno Zatt, Arun Subramaniyan, Bruno Boessio Vizzotto, Jörg Henkel
Application-Guided Power-Efficient Fault Tolerance for H.264 Context Adaptive Variable Length Coding. IEEE Trans. Computers 66 (4) (2017)
Walaa El-Harouni, Semeen Rehman, Bharath Srinivas Prabakaran, Akash Kumar, Rehan Hafiz, Muhammad Shafique
Embracing approximate computing for energy-efficient motion estimation in high efficiency video coding. DATE (2017)
Florian Kriebel, Semeen Rehman, Arun Subramaniyan, Segnon Jean Bruno Ahandagbe, Muhammad Shafique, Jörg Henkel
Reliability-Aware Adaptations for Shared Last-Level Caches in Multi-Cores. ACM Trans. Embed. Comput. Syst. 15 (4) (2016)
Muhammad Shafique, Semeen Rehman, Florian Kriebel, Jörg Henkel
Cross-Layer Reliability Modeling and Optimization: Compiler and Run-Time System Interactions. SCOPES (2016)
Muhammad Shafique, Rehan Hafiz, Semeen Rehman, Walaa El-Harouni, Jörg Henkel
Invited - Cross-layer approximate computing: from logic to architectures. DAC (2016)
Jörg Henkel, Santiago Pagani, Heba Khdr, Florian Kriebel, Semeen Rehman, Muhammad Shafique
Towards performance and reliability-efficient computing in the dark silicon era. DATE (2016)
Kuan-Hsun Chen, Jian-Jia Chen, Florian Kriebel, Semeen Rehman, Muhammad Shafique, Jörg Henkel
Task Mapping for Redundant Multithreading in Multi-Cores with Reliability and Performance Heterogeneity. IEEE Trans. Computers 65 (11) (2016)
Semeen Rehman, Walaa El-Harouni, Muhammad Shafique, Akash Kumar, Jörg Henkel
Architectural-space exploration of approximate multipliers. ICCAD (2016)
Mohammad Salehi, Mohammad Khavari Tavana, Semeen Rehman, Muhammad Shafique, Alireza Ejlali, Jörg Henkel
Two-State Checkpointing for Energy-Efficient Fault Tolerance in Hard Real-Time Systems. IEEE Trans. Very Large Scale Integr. Syst. 24 (7) (2016)
Florian Kriebel, Semeen Rehman, Muhammad Shafique, Jörg Henkel
ageOpt-RMT: compiler-driven variation-aware aging optimization for redundant multithreading. DAC (2016)
Florian Kriebel, Muhammad Shafique, Semeen Rehman, Jörg Henkel, Siddharth Garg
Variability and Reliability Awareness in the Age of Dark Silicon. IEEE Des. Test 33 (2) (2016)
Semeen Rehman, Kuan-Hsun Chen, Florian Kriebel, Anas Toma, Muhammad Shafique, Jian-Jia Chen, Jörg Henkel
Cross-Layer Software Dependability on Unreliable Hardware. IEEE Trans. Computers 65 (1) (2016)
Muhammad Shafique, Philip Axer, Christoph Borchert, Jian-Jia Chen, Kuan-Hsun Chen, Björn Döbel, Rolf Ernst, Hermann Härtig, Andreas Heinig, Rüdiger Kapitza, Florian Kriebel, Daniel Lohmann, Peter Marwedel, Semeen Rehman, Florian Schmoll, Olaf Spinczyk
Multi-layer software reliability for unreliable hardware. it Inf. Technol. 57 (3) (2015)
Dennis Gnad, Muhammad Shafique, Florian Kriebel, Semeen Rehman, Duo Sun, Jörg Henkel
Hayat: harnessing dark silicon and variability for aging deceleration and balancing. DAC (2015)
Mohammad Salehi, Muhammad Shafique, Florian Kriebel, Semeen Rehman, Mohammad Khavari Tavana, Alireza Ejlali, Jörg Henkel
dsReliM: Power-constrained reliability management in Dark-Silicon many-core chips under process variations. CODES+ISSS (2015)
Florian Kriebel, Arun Subramaniyan, Semeen Rehman, Segnon Jean Bruno Ahandagbe, Muhammad Shafique, Jörg Henkel
Cache: Reliability-aware reconfigurable last-level cache architecture for multi-cores. CODES+ISSS (2015)
Mohammad Salehi, Mohammad Khavari Tavana, Semeen Rehman, Florian Kriebel, Muhammad Shafique, Alireza Ejlali, Jörg Henkel
DRVS: Power-efficient reliability management through Dynamic Redundancy and Voltage Scaling under variations. ISLPED (2015)
Florian Kriebel, Semeen Rehman, Duo Sun, Pau Vilimelis Aceituno, Muhammad Shafique, Jörg Henkel
ACSEM: accuracy-configurable fast soft error masking analysis in combinatorial circuits. DATE (2015)
Semeen Rehman, Florian Kriebel, Muhammad Shafique, Jörg Henkel
Reliability-Driven Software Transformations for Unreliable Hardware. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33 (11) (2014)
Semeen Rehman, Florian Kriebel, Duo Sun, Muhammad Shafique, Jörg Henkel
dTune: Leveraging Reliable Code Generation for Adaptive Dependability Tuning under Process Variation and Aging-Induced Effects. DAC (2014)
Florian Kriebel, Semeen Rehman, Duo Sun, Muhammad Shafique, Jörg Henkel
ASER: Adaptive Soft Error Resilience for Reliability-Heterogeneous Processors in the Dark Silicon Era. DAC (2014)
Semeen Rehman, Florian Kriebel, Muhammad Shafique, Jörg Henkel
Compiler-driven dynamic reliability management for on-chip systems under variabilities. DATE (2014)
Jörg Henkel, Lars Bauer, Hongyan Zhang, Semeen Rehman, Muhammad Shafique
Multi-Layer Dependability: From Microarchitecture to Application Level. DAC (2014)
Tuo Li, Muhammad Shafique, Jude Angelo Ambrose, Semeen Rehman, Jörg Henkel, Sri Parameswaran
RASTER: runtime adaptive spatial/temporal error resiliency for embedded processors. DAC (2013)
Semeen Rehman, Anas Toma, Florian Kriebel, Muhammad Shafique, Jian-Jia Chen, Jörg Henkel
Reliable code generation and execution on unreliable hardware under joint functional and timing reliability considerations. IEEE Real-Time and Embedded Technology and Applications Symposium (2013)
Tuo Li, Muhammad Shafique, Semeen Rehman, Jude Angelo Ambrose, Jörg Henkel, Sri Parameswaran
DHASER: dynamic heterogeneous adaptation for soft-error resiliency in ASIP-based multi-core systems. ICCAD (2013)
Semeen Rehman, Muhammad Shafique, Pau Vilimelis Aceituno, Florian Kriebel, Jian-Jia Chen, Jörg Henkel
Leveraging variable function resilience for selective software reliability on unreliable hardware. DATE (2013)
Muhammad Shafique, Semeen Rehman, Pau Vilimelis Aceituno, Jörg Henkel
Exploiting program-level masking and error propagation for constrained reliability optimization. DAC (2013)
Tuo Li, Muhammad Shafique, Semeen Rehman, Swarnalatha Radhakrishnan, Roshan G. Ragel, Jude Angelo Ambrose, Jörg Henkel, Sri Parameswaran
CSER: HW/SW configurable soft-error resiliency for application specific instruction-set processors. DATE (2013)
Semeen Rehman, Muhammad Shafique, Florian Kriebel, Jörg Henkel
RAISE: Reliability-Aware Instruction SchEduling for unreliable hardware. ASP-DAC (2012)
Muhammad Shafique, Bruno Zatt, Semeen Rehman, Florian Kriebel, Jörg Henkel
Power-efficient error-resiliency for H.264/AVC Context-Adaptive Variable Length Coding. DATE (2012)
Semeen Rehman, Muhammad Shafique, Jörg Henkel
Instruction scheduling for reliability-aware compilation. DAC (2012)
Semeen Rehman, Muhammad Shafique, Florian Kriebel, Jörg Henkel
Reliable software for unreliable hardware: embedded code generation aiming at reliability. CODES+ISSS (2011)
Semeen Rehman, Muhammad Shafique, Florian Kriebel, Jörg Henkel
Revc: Computationally Reliable Video Coding on unreliable hardware platforms: A case study on error-tolerant H.264/AVC CAVLC entropy coding. ICIP (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Semeen Rehman