Dirmanto Jap

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 73

Top Topics

Countermeasures

Machine Learning

Top Venues

IACR Cryptol. ePrint Arch.

IACR Trans. Cryptogr. Hardw. Embed. Syst.

IEEE Trans. Inf. Forensics Secur.

Publications

Dirmanto Jap, Jakub Breier, Zdenko Lehocký, Shivam Bhasin, Xiaolu Hou
Side-Channel Analysis of OpenVINO-based Neural Network Models. CoRR (2024)
Trevor Yap, Dirmanto Jap
Creating from Noise: Trace Generations Using Diffusion Model for Side-Channel Attack. ACNS Workshops (1) (2024)
Prasanna Ravi, Thales Paiva, Dirmanto Jap, Jan-Pieter D'Anvers, Shivam Bhasin
Defeating Low-Cost Countermeasures against Side-Channel Attacks in Lattice-based Encryption A Case Study on Crystals-Kyber. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2024 (2) (2024)
Lichao Wu, Yoo-Seung Won, Dirmanto Jap, Guilherme Perin, Shivam Bhasin, Stjepan Picek
Ablation Analysis for Multi-Device Deep Learning-Based Physical Side-Channel Analysis. IEEE Trans. Dependable Secur. Comput. 21 (3) (2024)
Trevor Yap, Dirmanto Jap
Creating from Noise: Trace Generations Using Diffusion Model for Side-Channel Attack. IACR Cryptol. ePrint Arch. 2024 (2024)
Prasanna Ravi, Dirmanto Jap, Shivam Bhasin, Anupam Chattopadhyay
Machine Learning based Blind Side-Channel Attacks on PQC-based KEMs - A Case Study of Kyber KEM. IACR Cryptol. ePrint Arch. 2024 (2024)
Sayandeep Saha, Prasanna Ravi, Dirmanto Jap, Shivam Bhasin
Non-Profiled Side-Channel Assisted Fault Attack: A Case Study on DOMREP. DATE (2023)
Dirmanto Jap, Shivam Bhasin
Using Model Optimization as Countermeasure against Model Recovery Attacks. ACNS Workshops (2023)
Jakub Breier, Dirmanto Jap, Xiaolu Hou, Shivam Bhasin
A Desynchronization-Based Countermeasure Against Side-Channel Analysis of Neural Networks. CoRR (2023)
Anubhab Baksi, Shivam Bhasin, Jakub Breier, Dirmanto Jap, Dhiman Saha
A Survey on Fault Attacks on Symmetric Key Cryptosystems. ACM Comput. Surv. 55 (4) (2023)
Prasanna Ravi, Dirmanto Jap, Shivam Bhasin, Anupam Chattopadhyay
Invited Paper: Machine Learning Based Blind Side-Channel Attacks on PQC-Based KEMs - A Case Study of Kyber KEM. ICCAD (2023)
Jakub Breier, Dirmanto Jap, Xiaolu Hou, Shivam Bhasin
A Desynchronization-Based Countermeasure Against Side-Channel Analysis of Neural Networks. CSCML (2023)
Prasanna Ravi, Thales Paiva, Dirmanto Jap, Jan-Pieter D'Anvers, Shivam Bhasin
Defeating Low-Cost Countermeasures against Side-Channel Attacks in Lattice-based Encryption - A Case Study on Crystals-Kyber. IACR Cryptol. ePrint Arch. 2023 (2023)
Thales Paiva, Prasanna Ravi, Dirmanto Jap, Shivam Bhasin
Et tu, Brute? SCA Assisted CCA using Valid Ciphertexts - A Case Study on HQC KEM. IACR Cryptol. ePrint Arch. 2023 (2023)
Shivam Bhasin, Dirmanto Jap, Wei Cheng Ng, Siang Meng Sim
Survey on the Effectiveness of DAPA-Related Attacks against Shift Register Based AEAD Schemes. IACR Cryptol. ePrint Arch. 2022 (2022)
Satyam Kumar, Vishnu Asutosh Dasu, Anubhab Baksi, Santanu Sarkar, Dirmanto Jap, Jakub Breier, Shivam Bhasin
Side Channel Attack On Stream Ciphers: A Three-Step Approach To State/Key Recovery. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2022 (2) (2022)
Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
SCA Strikes Back: Reverse-Engineering Neural Network Architectures Using Side Channels. IEEE Des. Test 39 (4) (2022)
Jakub Breier, Dirmanto Jap, Xiaolu Hou, Shivam Bhasin, Yang Liu
SNIFF: Reverse Engineering of Neural Networks With Fault Attacks. IEEE Trans. Reliab. 71 (4) (2022)
Yoo-Seung Won, Soham Chatterjee, Dirmanto Jap, Shivam Bhasin, Arindam Basu
Time to Leak: Cross-Device Timing Attack On Edge Deep Learning Accelerator. ICEIC (2021)
Sayandeep Saha, Arnab Bag, Dirmanto Jap, Debdeep Mukhopadhyay, Shivam Bhasin
Divided We Stand, United We Fall: Security Analysis of Some SCA+SIFA Countermeasures Against SCA-Enhanced Fault Template Attacks. ASIACRYPT (2) (2021)
Yoo-Seung Won, Soham Chatterjee, Dirmanto Jap, Arindam Basu, Shivam Bhasin
DeepFreeze: Cold Boot Attacks and High Fidelity Model Recovery on Commercial EdgeML Device. ICCAD (2021)
Yoo-Seung Won, Xiaolu Hou, Dirmanto Jap, Jakub Breier, Shivam Bhasin
Back to the Basics: Seamless Integration of Side-Channel Pre-Processing in Deep Neural Networks. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Yoo-Seung Won, Soham Chatterjee, Dirmanto Jap, Arindam Basu, Shivam Bhasin
WaC: First Results on Practical Side-Channel Attacks on Commercial Machine Learning Accelerator. ASHES@CCS (2021)
Siang Meng Sim, Dirmanto Jap, Shivam Bhasin
DAPA: Differential Analysis aided Power Attack on (Non-) Linear Feedback Shift Registers. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2021 (1) (2021)
Lichao Wu, Yoo-Seung Won, Dirmanto Jap, Guilherme Perin, Shivam Bhasin, Stjepan Picek
Explain Some Noise: Ablation Analysis for Deep Learning-based Physical Side-channel Analysis. IACR Cryptol. ePrint Arch. 2021 (2021)
Yoo-Seung Won, Dong-Guk Han, Dirmanto Jap, Shivam Bhasin, Jong-Yeon Park
Non-Profiled Side-Channel Attack Based on Deep Learning Using Picture Trace. IEEE Access 9 (2021)
Ville Yli-Mäyry, Akira Ito, Naofumi Homma, Shivam Bhasin, Dirmanto Jap
Extraction of Binarized Neural Network Architecture and Secret Parameters Using Side-Channel Information. ISCAS (2021)
Yoo-Seung Won, Soham Chatterjee, Dirmanto Jap, Arindam Basu, Shivam Bhasin
DeepFreeze: Cold Boot Attacks and High Fidelity Model Recovery on Commercial EdgeML Device. CoRR (2021)
Dirmanto Jap, Yoo-Seung Won, Shivam Bhasin
Fault injection attacks on SoftMax function in deep neural networks. CF (2021)
Jakub Breier, Dirmanto Jap, Xiaolu Hou, Shivam Bhasin, Yang Liu
SNIFF: Reverse Engineering of Neural Networks with Fault Attacks. CoRR (2020)
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)
Shivam Bhasin, Jakub Breier, Xiaolu Hou, Dirmanto Jap, Romain Poussier, Siang Meng Sim
SITM: See-In-The-Middle Side-Channel Assisted Middle Round Differential Cryptanalysis on SPN Block Ciphers. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2020 (1) (2020)
Francesco Regazzoni, Shivam Bhasin, Amir Alipour, Ihab Alshaer, Furkan Aydin, Aydin Aysu, Vincent Beroulle, Giorgio Di Natale, Paul D. Franzon, David Hély, Naofumi Homma, Akira Ito, Dirmanto Jap, Priyank Kashyap, Ilia Polian, Seetal Potluri, Rei Ueno, Elena Ioana Vatajelu, Ville Yli-Mäyry
Machine Learning and Hardware security: Challenges and Opportunities -Invited Talk-. ICCAD (2020)
Dirmanto Jap, Ville Yli-Mäyry, Akira Ito, Rei Ueno, Shivam Bhasin, Naofumi Homma
Practical Side-Channel Based Model Extraction Attack on Tree-Based Machine Learning Algorithm. ACNS Workshops (2020)
Shivam Bhasin, Jakub Breier, Xiaolu Hou, Dirmanto Jap, Romain Poussier, Siang Meng Sim
SITM: See-In-The-Middle-Side-Channel Assisted Middle Round Differential Cryptanalysis on SPN Block Ciphers. IACR Cryptol. ePrint Arch. 2020 (2020)
Sayandeep Saha, Dirmanto Jap, Debapriya Basu Roy, Avik Chakraborty, Shivam Bhasin, Debdeep Mukhopadhyay
A Framework to Counter Statistical Ineffective Fault Analysis of Block Ciphers Using Domain Transformation and Error Correction. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Shivam Bhasin, Anupam Chattopadhyay, Annelie Heuser, Dirmanto Jap, Stjepan Picek, Ritu Ranjan Shrivastwa
Mind the Portability: A Warriors Guide through Realistic Profiled Side-channel Analysis. NDSS (2020)
Siang Meng Sim, Dirmanto Jap, Shivam Bhasin
DAPA: Differential Analysis aided Power Attack on (Non-)Linear Feedback Shift Registers (Extended version). IACR Cryptol. ePrint Arch. 2020 (2020)
Jakub Breier, Dirmanto Jap, Xiaolu Hou, Shivam Bhasin
On Side Channel Vulnerabilities of Bit Permutations in Cryptographic Algorithms. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Dirmanto Jap, Shivam Bhasin
Practical Reverse Engineering of Secret Sboxes by Side-Channel Analysis. ISCAS (2020)
Yoo-Seung Won, Dirmanto Jap, Shivam Bhasin
Push for More: On Comparison of Data Augmentation and SMOTE with Optimised Deep Learning Architecture for Side-Channel. WISA (2020)
Yoo-Seung Won, Xiaolu Hou, Dirmanto Jap, Jakub Breier, Shivam Bhasin
Back To The Basics: Seamless Integration of Side-Channel Pre-processing in Deep Neural Networks. IACR Cryptol. ePrint Arch. 2020 (2020)
Anubhab Baksi, Shivam Bhasin, Jakub Breier, Dirmanto Jap, Dhiman Saha
Fault Attacks In Symmetric Key Cryptosystems. IACR Cryptol. ePrint Arch. 2020 (2020)
Yoo-Seung Won, Dirmanto Jap, Shivam Bhasin
Push For More: On Comparison of Data Augmentation and SMOTE With Optimised Deep Learning Architecture For Side-Channel. IACR Cryptol. ePrint Arch. 2020 (2020)
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)
Sayandeep Saha, Dirmanto Jap, Sikhar Patranabis, Debdeep Mukhopadhyay, Shivam Bhasin, Pallab Dasgupta
Automatic Characterization of Exploitable Faults: A Machine Learning Approach. IEEE Trans. Inf. Forensics Secur. 14 (4) (2019)
Shivam Bhasin, Anupam Chattopadhyay, Annelie Heuser, Dirmanto Jap, Stjepan Picek, Ritu Ranjan Shrivastwa
Mind the Portability: A Warriors Guide through Realistic Profiled Side-channel Analysis. IACR Cryptol. ePrint Arch. 2019 (2019)
Xiaolu Hou, Jakub Breier, Dirmanto Jap, Lei Ma, Shivam Bhasin, Yang Liu
Experimental Evaluation of Deep Neural Network Resistance Against Fault Injection Attacks. IACR Cryptol. ePrint Arch. 2019 (2019)
Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
Poster: Recovering the Input of Neural Networks via Single Shot Side-channel Attacks. CCS (2019)
Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
CSI NN: Reverse Engineering of Neural Network Architectures Through Electromagnetic Side Channel. USENIX Security Symposium (2019)
Sikhar Patranabis, Nilanjan Datta, Dirmanto Jap, Jakub Breier, Shivam Bhasin, Debdeep Mukhopadhyay
SCADFA: Combined SCA+DFA Attacks on Block Ciphers with Practical Validations. IEEE Trans. Computers 68 (10) (2019)
Stjepan Picek, Dirmanto Jap, Shivam Bhasin
Poster: When Adversary Becomes the Guardian - Towards Side-channel Security With Adversarial Attacks. CCS (2019)
Sayandeep Saha, Dirmanto Jap, Debapriya Basu Roy, Avik Chakraborti, Shivam Bhasin, Debdeep Mukhopadhyay
Transform-and-Encode: A Countermeasure Framework for Statistical Ineffective Fault Attacks on Block Ciphers. IACR Cryptol. ePrint Arch. 2019 (2019)
Jakub Breier, Xiaolu Hou, Dirmanto Jap, Lei Ma, Shivam Bhasin, Yang Liu
Practical Fault Attack on Deep Neural Networks. CCS (2018)
Jakub Breier, Xiaolu Hou, Dirmanto Jap, Lei Ma, Shivam Bhasin, Yang Liu
Practical Fault Attack on Deep Neural Networks. CoRR (2018)
Anupam Chattopadhyay, Abhisek Ukil, Dirmanto Jap, Shivam Bhasin
Toward Threat of Implementation Attacks on Substation Security: Case Study on Fault Detection and Isolation. IEEE Trans. Ind. Informatics 14 (6) (2018)
Jakub Breier, Dirmanto Jap, Xiaolu Hou, Shivam Bhasin
On Side-Channel Vulnerabilities of Bit Permutations: Key Recovery and Reverse Engineering. IACR Cryptol. ePrint Arch. 2018 (2018)
Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
CSI Neural Network: Using Side-channels to Recover Your Artificial Neural Network Information. IACR Cryptol. ePrint Arch. 2018 (2018)
Zakaria Najm, Dirmanto Jap, Bernhard Jungk, Stjepan Picek, Shivam Bhasin
On Comparing Side-channel Properties of AES and ChaCha20 on Microcontrollers. APCCAS (2018)
Lejla Batina, Shivam Bhasin, Dirmanto Jap, Stjepan Picek
CSI Neural Network: Using Side-channels to Recover Your Artificial Neural Network Information. CoRR (2018)
Prasanna Ravi, Bernhard Jungk, Dirmanto Jap, Zakaria Najm, Shivam Bhasin
Feature Selection Methods for Non-Profiled Side-Channel Attacks on ECC. DSL (2018)
Sayandeep Saha, Dirmanto Jap, Jakub Breier, Shivam Bhasin, Debdeep Mukhopadhyay, Pallab Dasgupta
Breaking Redundancy-Based Countermeasures with Random Faults and Power Side Channel. FDTC (2018)
Jakub Breier, Dirmanto Jap, Shivam Bhasin
SCADPA: Side-channel assisted differential-plaintext attack on bit permutation based ciphers. DATE (2018)
Shivam Bhasin, Dirmanto Jap, Thomas Peyrin
Practical Evaluation of FSE 2016 Customized Encoding Countermeasure. IACR Trans. Symmetric Cryptol. 2017 (3) (2017)
Jakub Breier, Dirmanto Jap, Shivam Bhasin
A study on analyzing side-channel resistant encoding schemes with respect to fault attacks. J. Cryptogr. Eng. 7 (4) (2017)
Jakub Breier, Wei He, Dirmanto Jap, Shivam Bhasin, Anupam Chattopadhyay
Attacks in Reality: the Limits of Concurrent Error Detection Codes Against Laser Fault Injection. J. Hardw. Syst. Secur. 1 (4) (2017)
Jakub Breier, Dirmanto Jap, Shivam Bhasin
SCADPA: Side-Channel Assisted Differential-Plaintext Attack on Bit Permutation Based Ciphers. IACR Cryptol. ePrint Arch. 2017 (2017)
Sayandeep Saha, Dirmanto Jap, Sikhar Patranabis, Debdeep Mukhopadhyay, Shivam Bhasin, Pallab Dasgupta
Automatic Characterization of Exploitable Faults: A Machine Learning Approach. IACR Cryptol. ePrint Arch. 2017 (2017)
Jakub Breier, Wei He, Shivam Bhasin, Dirmanto Jap, Samuel Chef, Hock Guan Ong, Chee Lip Gan
Extensive Laser Fault Injection Profiling of 65 nm FPGA. J. Hardw. Syst. Secur. 1 (3) (2017)
Wei He, Jakub Breier, Shivam Bhasin, Dirmanto Jap, Hock Guan Ong, Chee Lip Gan
Comprehensive Laser Sensitivity Profiling and Data Register Bit-Flips for Cryptographic Fault Attacks in 65 Nm FPGA. SPACE (2016)
Jakub Breier, Dirmanto Jap, Shivam Bhasin
The other side of the coin: Analyzing software encoding schemes against fault injection attacks. HOST (2016)
Dirmanto Jap, Wei He, Shivam Bhasin
Supervised and unsupervised machine learning for side-channel based Trojan detection. ASAP (2016)
Jakub Breier, Dirmanto Jap, Shivam Bhasin
Mistakes Are Proof That You Are Trying: On Verifying Software Encoding Schemes' Resistance to Fault Injection Attacks. IACR Cryptol. ePrint Arch. 2016 (2016)
Wei He, Dirmanto Jap
Dual-rail active protection system against side-channel analysis in FPGAs. ASAP (2015)
Wei He, Dirmanto Jap, Alexander Herrmann
Process Variation Evaluation Using RO PUF for Enhancing SCA-Resistant Dual-Rail Implementation. WISA (2015)
Dirmanto Jap, Jakub Breier
Differential Fault Attack on LEA. ICT-EurAsia/CONFENIS (2015)
Jakub Breier, Dirmanto Jap
Testing Feasibility of Back-Side Laser Fault Injection on a Microcontroller. WESS (2015)
Dirmanto Jap, Marc Stöttinger, Shivam Bhasin
Support vector regression: exploiting machine learning techniques for leakage modeling. HASP@ISCA (2015)
Jakub Breier, Dirmanto Jap, Chien-Ning Chen
Laser Profiling for the Back-Side Fault Attacks: With a Practical Laser Skip Instruction Attack on AES. CPSS@ASIACSS (2015)
Dirmanto Jap, Jakub Breier
Overview of machine learning based side-channel analysis methods. ISIC (2014)
Jakub Breier, Dirmanto Jap
A survey of the state-of-the-art fault attacks. ISIC (2014)