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2020 – today
- 2024
[j14]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: 514-528 (2024)- [c17]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: 163-189 - [c16]Manaar Alam, Michail Maniatakos:
AdvHunter: Detecting Adversarial Perturbations in Black-Box Neural Networks through Hardware Performance Counters. DAC 2024: 184:1-184:6 - [c15]Manaar Alam, Yue Wang, Michail Maniatakos:
Detecting Backdoor Attacks in Black-Box Neural Networks through Hardware Performance Counters. DATE 2024: 1-6 - [i20]Shubhi Shukla, Manaar Alam, Pabitra Mitra, Debdeep Mukhopadhyay:
Stealing the Invisible: Unveiling Pre-Trained CNN Models through Adversarial Examples and Timing Side-Channels. CoRR abs/2402.11953 (2024) - [i19]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 abs/2405.05999 (2024) - 2023
- [j13]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): 19 (2023) - [j12]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): 1636-1651 (2023) - [j11]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): 587-613 (2023) - [c14]Manaar Alam, Esha Sarkar, Michail Maniatakos:
PerDoor: Persistent Backdoors in Federated Learning using Adversarial Perturbations. COINS 2023: 1-6 - [i18]Manaar Alam, Hithem Lamri, Michail Maniatakos:
Get Rid Of Your Trail: Remotely Erasing Backdoors in Federated Learning. CoRR abs/2304.10638 (2023) - [i17]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 abs/2305.18226 (2023) - 2022
- [j10]Manaar Alam, Sayandeep Saha, Debdeep Mukhopadhyay, Sandip Kundu:
NN-Lock: A Lightweight Authorization to Prevent IP Threats of Deep Learning Models. ACM J. Emerg. Technol. Comput. Syst. 18(3): 51:1-51:19 (2022) - [j9]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): 4004-4015 (2022) - [c13]Suvadeep Hajra, Sayandeep Saha, Manaar Alam, Debdeep Mukhopadhyay:
TransNet: Shift Invariant Transformer Network for Side Channel Analysis. AFRICACRYPT 2022: 371-396 - [i16]Manaar Alam, Esha Sarkar, Michail Maniatakos:
PerDoor: Persistent Non-Uniform Backdoors in Federated Learning using Adversarial Perturbations. CoRR abs/2205.13523 (2022) - [i15]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 abs/2208.01113 (2022) - [i14]Manaar Alam, Shubhajit Datta, Debdeep Mukhopadhyay, Arijit Mondal, Partha Pratim Chakrabarti:
Resisting Adversarial Attacks in Deep Neural Networks using Diverse Decision Boundaries. CoRR abs/2208.08697 (2022) - 2021
- [j8]Anirban Chakraborty, Manaar Alam, Vishal Dey, Anupam Chattopadhyay, Debdeep Mukhopadhyay:
A survey on adversarial attacks and defences. CAAI Trans. Intell. Technol. 6(1): 25-45 (2021) - [j7]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): 14:1-14:31 (2021) - [j6]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): 275-303 (2021) - [c12]Anirban Chakraborty, Manaar Alam, Debdeep Mukhopadhyay:
A Good Anvil Fears No Hammer: Automated Rowhammer Detection Using Unsupervised Deep Learning. ACNS Workshops 2021: 59-77 - [c11]Dhruv Thapar, Manaar Alam, Debdeep Mukhopadhyay:
Deep Learning assisted Cross-Family Profiled Side-Channel Attacks using Transfer Learning. ISQED 2021: 178-185 - [i13]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 abs/2112.04948 (2021) - [i12]Suvadeep Hajra, Sayandeep Saha, Manaar Alam, Debdeep Mukhopadhyay:
TransNet: Shift Invariant Transformer Network for Power Attack. IACR Cryptol. ePrint Arch. 2021: 827 (2021) - [i11]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: 1067 (2021) - 2020
- [j5]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): 289-303 (2020) - [j4]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): 3:1-3:30 (2020) - [j3]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): 23:1-23:31 (2020) - [c10]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: 1-6 - [i10]Manaar Alam, Sayan Sinha, Sarani Bhattacharya, Swastika Dutta, Debdeep Mukhopadhyay, Anupam Chattopadhyay:
RAPPER: Ransomware Prevention via Performance Counters. CoRR abs/2004.01712 (2020) - [i9]Manaar Alam, Sayandeep Saha, Debdeep Mukhopadhyay, Sandip Kundu:
Deep-Lock: Secure Authorization for Deep Neural Networks. CoRR abs/2008.05966 (2020) - [i8]Sayandeep Saha, Manaar Alam, Arnab Bag, Debdeep Mukhopadhyay, Pallab Dasgupta:
Leakage Assessment in Fault Attacks: A Deep Learning Perspective. IACR Cryptol. ePrint Arch. 2020: 306 (2020) - [i7]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: 1258 (2020)
2010 – 2019
- 2019
- [j2]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): 26-44 (2019) - [c9]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: 627-632 - [c8]Anirban Chakraborty, Manaar Alam, Debdeep Mukhopadhyay:
Deep Learning Based Diagnostics for Rowhammer Protection of DRAM Chips. ATS 2019: 86-91 - [c7]Manaar Alam, Astikey Singh, Sarani Bhattacharya, Kuheli Pratihar, Debdeep Mukhopadhyay:
In-situ Extraction of Randomness from Computer Architecture Through Hardware Performance Counters. CARDIS 2019: 3-19 - [c6]Manaar Alam, Debdeep Mukhopadhyay:
How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering? DAC 2019: 226 - [c5]Manaar Alam, Sarani Bhattacharya, Swastika Dutta, Sayan Sinha, Debdeep Mukhopadhyay, Anupam Chattopadhyay:
RATAFIA: Ransomware Analysis using Time And Frequency Informed Autoencoders. HOST 2019: 218-227 - [i6]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 abs/1902.04560 (2019) - 2018
- [j1]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): 91-94 (2018) - [c4]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: 1-15 - [i5]Manaar Alam, Sarani Bhattacharya, Debdeep Mukhopadhyay, Anupam Chattopadhyay:
RAPPER: Ransomware Prevention via Performance Counters. CoRR abs/1802.03909 (2018) - [i4]Anirban Chakraborty, Manaar Alam, Vishal Dey, Anupam Chattopadhyay, Debdeep Mukhopadhyay:
Adversarial Attacks and Defences: A Survey. CoRR abs/1810.00069 (2018) - [i3]Manaar Alam, Debdeep Mukhopadhyay:
How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering? CoRR abs/1811.05259 (2018) - [i2]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 abs/1812.05347 (2018) - 2017
- [c3]Manaar Alam, Sarani Bhattacharya, Debdeep Mukhopadhyay:
Tackling the Time-Defence: An Instruction Count Based Micro-architectural Side-Channel Attack on Block Ciphers. SPACE 2017: 30-52 - [i1]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: 564 (2017) - 2016
- [c2]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: 1-4 - [c1]Manaar Alam, Soumyajit Chatterjee, Haider Banka:
A novel parallel search technique for optimization. RAIT 2016: 259-263
Coauthor Index
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last updated on 2024-12-02 22:36 CET by the dblp team
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