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Manaar Alam
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 50
Top Topics
Deep Learning
Neural Network
Lightweight
Reverse Engineer
Top Venues
CoRR
IACR Cryptol. ePrint Arch.
ACM J. Emerg. Technol. Comput. Syst.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
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Publications
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Shubhi Shukla
,
Manaar Alam
,
Pabitra Mitra
,
Debdeep Mukhopadhyay
Stealing the Invisible: Unveiling Pre-Trained CNN Models through Adversarial Examples and Timing Side-Channels.
CoRR
(2024)
Soumyadyuti Ghosh
,
Manaar Alam
,
Soumyajit Dey
,
Debdeep Mukhopadhyay
"Hello? Is There Anybody in There?" Leakage Assessment of Differential Privacy Mechanisms in Smart Metering Infrastructure.
ACNS (3)
(2024)
Manaar Alam
,
Yue Wang
,
Michail Maniatakos
Detecting Backdoor Attacks in Black-Box Neural Networks through Hardware Performance Counters.
DATE
(2024)
Christoforos Vasilatos
,
Dunia J. Mahboobeh
,
Hithem Lamri
,
Manaar Alam
,
Michail Maniatakos
LLMPot: Automated LLM-based Industrial Protocol and Physical Process Emulation for ICS Honeypots.
CoRR
(2024)
Suvadeep Hajra
,
Manaar Alam
,
Sayandeep Saha
,
Stjepan Picek
,
Debdeep Mukhopadhyay
On the Instability of Softmax Attention-Based Deep Learning Models in Side-Channel Analysis.
IEEE Trans. Inf. Forensics Secur.
19 (2024)
Shubhi Shukla
,
Manaar Alam
,
Sarani Bhattacharya
,
Pabitra Mitra
,
Debdeep Mukhopadhyay
"Whispering MLaaS" Exploiting Timing Channels to Compromise User Privacy in Deep Neural Networks.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
2023 (2) (2023)
Sayandeep Saha
,
Manaar Alam
,
Arnab Bag
,
Debdeep Mukhopadhyay
,
Pallab Dasgupta
Learn from Your Faults: Leakage Assessment in Fault Attacks Using Deep Learning.
J. Cryptol.
36 (3) (2023)
Manaar Alam
,
Hithem Lamri
,
Michail Maniatakos
Get Rid Of Your Trail: Remotely Erasing Backdoors in Federated Learning.
CoRR
(2023)
Manaar Alam
,
Esha Sarkar
,
Michail Maniatakos
PerDoor: Persistent Backdoors in Federated Learning using Adversarial Perturbations.
COINS
(2023)
Christoforos Vasilatos
,
Manaar Alam
,
Talal Rahwan
,
Yasir Zaki
,
Michail Maniatakos
HowkGPT: Investigating the Detection of ChatGPT-generated University Student Homework through Context-Aware Perplexity Analysis.
CoRR
(2023)
Kuheli Pratihar
,
Urbi Chatterjee
,
Manaar Alam
,
Rajat Subhra Chakraborty
,
Debdeep Mukhopadhyay
Birds of the Same Feather Flock Together: A Dual-Mode Circuit Candidate for Strong PUF-TRNG Functionalities.
IEEE Trans. Computers
72 (6) (2023)
Soumik Sinha
,
Sayandeep Saha
,
Manaar Alam
,
Varun Agarwal
,
Ayantika Chatterjee
,
Anoop Mishra
,
Deepak Khazanchi
,
Debdeep Mukhopadhyay
Exploring Bitslicing Architectures for Enabling FHE-Assisted Machine Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
41 (11) (2022)
Manaar Alam
,
Shubhajit Datta
,
Debdeep Mukhopadhyay
,
Arijit Mondal
,
Partha Pratim Chakrabarti
Resisting Adversarial Attacks in Deep Neural Networks using Diverse Decision Boundaries.
CoRR
(2022)
Shubhi Shukla
,
Manaar Alam
,
Sarani Bhattacharya
,
Debdeep Mukhopadhyay
,
Pabitra Mitra
On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel.
CoRR
(2022)
Manaar Alam
,
Sayandeep Saha
,
Debdeep Mukhopadhyay
,
Sandip Kundu
: A Lightweight Authorization to Prevent IP Threats of Deep Learning Models.
ACM J. Emerg. Technol. Comput. Syst.
18 (3) (2022)
Manaar Alam
,
Esha Sarkar
,
Michail Maniatakos
PerDoor: Persistent Non-Uniform Backdoors in Federated Learning using Adversarial Perturbations.
CoRR
(2022)
Suvadeep Hajra
,
Sayandeep Saha
,
Manaar Alam
,
Debdeep Mukhopadhyay
TransNet: Shift Invariant Transformer Network for Side Channel Analysis.
AFRICACRYPT
(2022)
Dhruv Thapar
,
Manaar Alam
,
Debdeep Mukhopadhyay
Deep Learning assisted Cross-Family Profiled Side-Channel Attacks using Transfer Learning.
ISQED
(2021)
Anirban Chakraborty
,
Manaar Alam
,
Vishal Dey
,
Anupam Chattopadhyay
,
Debdeep Mukhopadhyay
A survey on adversarial attacks and defences.
CAAI Trans. Intell. Technol.
6 (1) (2021)
Anirban Chakraborty
,
Manaar Alam
,
Debdeep Mukhopadhyay
A Good Anvil Fears No Hammer: Automated Rowhammer Detection Using Unsupervised Deep Learning.
ACNS Workshops
(2021)
Suvadeep Hajra
,
Sayandeep Saha
,
Manaar Alam
,
Debdeep Mukhopadhyay
TransNet: Shift Invariant Transformer Network for Power Attack.
IACR Cryptol. ePrint Arch.
2021 (2021)
Anirban Chakraborty
,
Sarani Bhattacharya
,
Manaar Alam
,
Sikhar Patranabis
,
Debdeep Mukhopadhyay
RASSLE: Return Address Stack based Side-channel LEakage.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
2021 (2) (2021)
Manaar Alam
,
Shubhajit Datta
,
Debdeep Mukhopadhyay
,
Arijit Mondal
,
Partha Pratim Chakrabarti
PARL: Enhancing Diversity of Ensemble Networks to Resist Adversarial Attacks via Pairwise Adversarially Robust Loss Function.
CoRR
(2021)
Manaar Alam
,
Sarani Bhattacharya
,
Debdeep Mukhopadhyay
Victims Can Be Saviors: A Machine Learning-based Detection for Micro-Architectural Side-Channel Attacks.
ACM J. Emerg. Technol. Comput. Syst.
17 (2) (2021)
Kuheli Pratihar
,
Urbi Chatterjee
,
Manaar Alam
,
Debdeep Mukhopadhyay
,
Rajat Subhra Chakraborty
A Tale of Twin Primitives: Single-chip Solution for PUFs and TRNGs.
IACR Cryptol. ePrint Arch.
2021 (2021)
Manaar Alam
,
Arnab Bag
,
Debapriya Basu Roy
,
Dirmanto Jap
,
Jakub Breier
,
Shivam Bhasin
,
Debdeep Mukhopadhyay
Neural Network-based Inherently Fault-tolerant Hardware Cryptographic Primitives without Explicit Redundancy Checks.
ACM J. Emerg. Technol. Comput. Syst.
17 (1) (2020)
Dhruv Thapar
,
Manaar Alam
,
Debdeep Mukhopadhyay
TranSCA: Cross-Family Profiled Side-Channel Attacks using Transfer Learning on Deep Neural Networks.
IACR Cryptol. ePrint Arch.
2020 (2020)
Sai Praveen Kadiyala
,
Manaar Alam
,
Yash Shrivastava
,
Sikhar Patranabis
,
Muhamed Fauzi Bin Abbas
,
Arnab Kumar Biswas
,
Debdeep Mukhopadhyay
,
Thambipillai Srikanthan
LAMBDA: Lightweight Assessment of Malware for emBeddeD Architectures.
ACM Trans. Embed. Comput. Syst.
19 (4) (2020)
Sayandeep Saha
,
Manaar Alam
,
Arnab Bag
,
Debdeep Mukhopadhyay
,
Pallab Dasgupta
Leakage Assessment in Fault Attacks: A Deep Learning Perspective.
IACR Cryptol. ePrint Arch.
2020 (2020)
Manaar Alam
,
Sayandeep Saha
,
Debdeep Mukhopadhyay
,
Sandip Kundu
Deep-Lock: Secure Authorization for Deep Neural Networks.
CoRR
(2020)
Manaar Alam
,
Sayan Sinha
,
Sarani Bhattacharya
,
Swastika Dutta
,
Debdeep Mukhopadhyay
,
Anupam Chattopadhyay
RAPPER: Ransomware Prevention via Performance Counters.
CoRR
(2020)
Manaar Alam
,
Debdeep Mukhopadhyay
,
Sai Praveen Kadiyala
,
Siew-Kei Lam
,
Thambipillai Srikanthan
Improving accuracy of HPC-based malware classification for embedded platforms using gradient descent optimization.
J. Cryptogr. Eng.
10 (4) (2020)
Sai Praveen Kadiyala
,
Mohit Garg
,
Manaar Alam
,
Hau T. Ngo
,
Debdeep Mukhopadhyay
,
Thambipillai Srikanthan
HARDY: Hardware based Analysis for malwaRe Detection in embedded sYstems.
SoCC
(2020)
Manaar Alam
,
Sarani Bhattacharya
,
Swastika Dutta
,
Sayan Sinha
,
Debdeep Mukhopadhyay
,
Anupam Chattopadhyay
RATAFIA: Ransomware Analysis using Time And Frequency Informed Autoencoders.
HOST
(2019)
Manaar Alam
,
Arnab Bag
,
Debapriya Basu Roy
,
Dirmanto Jap
,
Jakub Breier
,
Shivam Bhasin
,
Debdeep Mukhopadhyay
Enhancing Fault Tolerance of Neural Networks for Security-Critical Applications.
CoRR
(2019)
Manaar Alam
,
Astikey Singh
,
Sarani Bhattacharya
,
Kuheli Pratihar
,
Debdeep Mukhopadhyay
In-situ Extraction of Randomness from Computer Architecture Through Hardware Performance Counters.
CARDIS
(2019)
Manaar Alam
,
Sarani Bhattacharya
,
Sayan Sinha
,
Chester Rebeiro
,
Debdeep Mukhopadhyay
IPA: an Instruction Profiling-Based Micro-architectural Side-Channel Attack on Block Ciphers.
J. Hardw. Syst. Secur.
3 (1) (2019)
Nimesh Shah
,
Manaar Alam
,
Durga Prasad Sahoo
,
Debdeep Mukhopadhyay
,
Arindam Basu
A 0.16pJ/bit recurrent neural network based PUF for enhanced machine learning attack resistance.
ASP-DAC
(2019)
Manaar Alam
,
Debdeep Mukhopadhyay
How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering?
DAC
(2019)
Anirban Chakraborty
,
Manaar Alam
,
Debdeep Mukhopadhyay
Deep Learning Based Diagnostics for Rowhammer Protection of DRAM Chips.
ATS
(2019)
Anirban Chakraborty
,
Manaar Alam
,
Vishal Dey
,
Anupam Chattopadhyay
,
Debdeep Mukhopadhyay
Adversarial Attacks and Defences: A Survey.
CoRR
(2018)
Manaar Alam
,
Debdeep Mukhopadhyay
How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering?
CoRR
(2018)
Manaar Alam
,
Sarani Bhattacharya
,
Debdeep Mukhopadhyay
,
Anupam Chattopadhyay
RAPPER: Ransomware Prevention via Performance Counters.
CoRR
(2018)
Debapriya Basu Roy
,
Manaar Alam
,
Sarani Bhattacharya
,
Vidya Govindan
,
Francesco Regazzoni
,
Rajat Subhra Chakraborty
,
Debdeep Mukhopadhyay
Customized Instructions for Protection Against Memory Integrity Attacks.
IEEE Embed. Syst. Lett.
10 (3) (2018)
Manaar Alam
,
Debdeep Mukhopadhyay
,
Sai Praveen Kadiyala
,
Siew Kei Lam
,
Thambipillai Srikanthan
Side-Channel Assisted Malware Classifier with Gradient Descent Correction for Embedded Platforms.
PROOFS
(2018)
Nimesh Shah
,
Manaar Alam
,
Durga Prasad Sahoo
,
Debdeep Mukhopadhyay
,
Arindam Basu
A 0.16pJ/bit Recurrent Neural Network Based PUF for Enhanced Machine Learning Atack Resistance.
CoRR
(2018)
Manaar Alam
,
Sarani Bhattacharya
,
Debdeep Mukhopadhyay
Tackling the Time-Defence: An Instruction Count Based Micro-architectural Side-Channel Attack on Block Ciphers.
SPACE
(2017)
Manaar Alam
,
Sarani Bhattacharya
,
Debdeep Mukhopadhyay
,
Sourangshu Bhattacharya
Performance Counters to Rescue: A Machine Learning based safeguard against Micro-architectural Side-Channel-Attacks.
IACR Cryptol. ePrint Arch.
2017 (2017)
Manaar Alam
,
Debapriya Basu Roy
,
Sarani Bhattacharya
,
Vidya Govindan
,
Rajat Subhra Chakraborty
,
Debdeep Mukhopadhyay
SmashClean: A hardware level mitigation to stack smashing attacks in OpenRISC.
MEMOCODE
(2016)
Manaar Alam
,
Soumyajit Chatterjee
,
Haider Banka
A novel parallel search technique for optimization.
RAIT
(2016)