Embedded Files
IEEE
MICRO '24
Optimization of ML Security/Privacy Through RRAM Non-idealities
Md Shohidul Islam, Sankha Dutta, Andes Marquez, Ihsen Alouani, and Khaled N Khasawneh
IEEE MICRO, (Under Review)
ACM
ComSec '24
Undervolting for Hardening Hardware Malware Detectors Against Evasion Attacks
Md Shohidul Islam, Ihsen Alouani, and Khaled N Khasawneh
ACM Computers and Security, (Under Review)
IEEE/ACM
ISQED '24
Hardware Support for Trustworthy Machine Learning: A Survey [pdf]
Md Shohidul Islam, Ihsen Alouani, and Khaled N Khasawneh
25th IEEE/ACM International Symposium on Quality Electronic Design (ISQED'24), Apr 3-4, 2024, San Francisco, CA, USA
IEEE
TCAD'23
SecureVolt: Enhancing Deep Neural Networks Security via Undervolting [pdf]
Md Shohidul Islam, Ihsen Alouani, and Khaled N Khasawneh
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2023
IEEE
HOST'23
Vpp: Privacy Preserving Machine Learning via Undervolting [pdf]
Md Shohidul Islam, Behnam Omidi, Ihsen Alouani, and Khaled N Khasawneh
16th IEEE International Symposium on Hardware Oriented Security and Trust (HOST '23) , May 1- 4, San Jose, CA, USA
IEEE
TC'21
Efficient Hardware Malware Detectors that are Resilient to Adversarial Evasion [pdf]
Md Shohidul Islam, Khaled N. Khasawneh, Nael Abu-Ghazaleh, Dmitry Ponomarev, and Lei Yu
IEEE Transactions on Computers (TC), vol. 71, no. 11, pp. 2872 - 2887, March 29, 2021
IEEE/ACM
DAC'21
Securing Deep Neural Networks against Adversarial Attacks through Voltage Overscaling [pdf]
Md Shohidul Islam, Ihsen Alouani, and Khaled N Khasawneh
58th IEEE/ACM Design Automation Conference (DAC'21), WiP, Dec. 5-9, 2021, San Francisco, CA, USA
ACM
CogArch@
HPCA '21
Enhancing Hardware Malware Detectors’ Security through Voltage Over-scaling [pdf]
Md Shohidul Islam, Ihsen Alouani, and Khaled N Khasawneh
5th ACM Workshop on Cognitive Architectures (CogArch @ HPCA'21), Feb 27-Mar 3, 2021, Seoul, Korea
IEEE
ICCD'20
IEEE/ACM
DAC'20
Approx-HMDs: Approximating Hardware Malware Detectors to Defend Against Adversarial Attacks [talk]
Md Shohidul Islam, Ihsen Alouani, and Khaled N Khasawneh
57th IEEE/ACM Design Automation Conference (DAC'20), WiP, Jun 20-24, 2020, San Francisco, CA, USA
IEEE
CSPA'20
GPU based Real Time Reconstruction of Compressed Sampling MRI [pdf]
Rafiqul Islam, Md Shafiqul Islam, and Md Shohidul Islam
16th IEEE International Colloquium on Signal Processing & Its Applications (CSPA'20), Feb. 28-29, 2020, Langkawi, Malaysia
SPRINGER NATURE
AI & SOCIETY '20
E-MIIM: an ensemble-learning-based context-aware mobile telephony model for intelligent interruption management [pdf]
Iqbal H Sarker, ASM Kayes, Md Hasan Furhad, Mohammad Mainul Islam, Md Shohidul Islam
Journal of AI & SOCIETY, Springer Nature, vol. 35, no. 2, pp. 459--467, 2020
IEEE
JCN '15
Computationally efficient implementation of a hamming code decoder using graphics processing unit [pdf]
Md Shohidul Islam, Cheol-Hong Kim, and Jong-Myon Kim
IEEE Journal of Communications and Networks (JCN'15), vol. 17, no. 2, pp. 198-202, April 2015
SPRINGER
SUPE '15
A fast and energy-efficient Hamming decoder for software-defined radio using graphics processing units [pdf]
Jaeyoung Kim, Myeongsu Kang, Md Shohidul Islam, Cheol-Hong Kim, and Jong-Myon Kim
The Journal of Supercomputing, Springer, (SUPE'15), vol. 71, no.3, pp. 2454–2472, March 2015
SPRINGER
Cluster '15
GPU-based fast error recovery for high speed data communication in media technology [pdf]
Md Shohidul Islam and Jong-Myon Kim
Journal of Cluster Computing, Springer, (Cluster'15), vol. 18, no. 8, pp. 93–101, October, 2015
IEICE
TC '14
Accelerating extended hamming code decoders on graphic processing units for high speed communication [pdf]
Md Shohidul Islam and Jong-Myon Kim
IEICE Transactions on Communications (IEICE TC'14), vol. E97-B, No.5, pp.1050-1058, May 2014
SPRINGER
Multimedia '14
Accelerating the formant synthesis of haegeum sounds using a general-purpose graphics processing unit [pdf]
Myeongsu Kang, Md Shohidul Islam, Rashedul Islam, Jong-Myon Kim
Journal of Multimedia Tools and Applications, Springer (Multimedia'14), vol. 75, no. 23, pp. 445 - 459, 2014
FTRA
AMC '14
Real Time Secure Transmission of Watermarked Medical Image for E-Diagnosis System using GPU
Md Shohidul Islam, Ui-pil Chong, Jong-Myon Kim
2014 FTRA International Workshop on Advanced Multimedia Computing (AMC'14), Jeju, Korea. (Best paper award)
CIC '14
Spectral Modeling Synthesis of Haegeum using GPU [pdf]
Md Shohidul Islam, Md Rashedul Islam, Fahmid Al Farid, Jong-Myon Kim
Proc. of the Korean Society of Computer Information Conference (KSCIC '14), Daejeon, Korea (Excellent paper award)
ICCCNE '14
GPU based High Speed Error Protection for Watermarked Medical Image Transmission
Md Shohidul Islam, Ui-pil Chong, Jong-Myon Kim
Int. Conf. on Computer and Communication Networks Engineering (ICCCNE'14), February 27-28, 2014, Barcelona, Spain
SPRINGER
Cluster '14
A GPU-based (8, 4) Hamming decoder for secure transmission of watermarked medical images [pdf]
Md Shohidul Islam, Cheol-Hong Kim, Jong-Myon Kim
Journal of Cluster Computing, Springer ( Cluster'14), vol. 18, no. 1, pp. 333--341, July, 2014
SPRINGER
LNEE '14
Accelerating Adaptive Forward Correction Using Graphics Processing Units [pdf]
Md Shohidul Islam, and Jong-Myon Kim
Lecture Notes in Electrical Engineering (LNEE'14), Springer, vol. 274, pp. 591-597, January, 2014
SPRINGER
LNEE '14
End-to-End High Speed Forward Error Correction Using Graphics Processing Units [pdf]
Md Shohidul Islam, and Jong-Myon Kim
Lecture Notes in Electrical Engineering (LNEE'14), Springer, vol. 274, pp. 47-53, January, 2014
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