Manaar Alam

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 50

Top Topics

Reverse Engineer

Top Venues

IACR Cryptol. ePrint Arch.

ACM J. Emerg. Technol. Comput. Syst.

IACR Trans. Cryptogr. Hardw. Embed. Syst.

Publications

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)