"Focus is Key to Success: A Focal Loss Function for Deep Learning-Based Side-Channel Analysis"

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Book	Author(s)	Year	Publisher
Deep Learning-Based Approaches for Sentiment Analysis	Basant Agarwal; Richi Nayak; Namita Mittal; Srikanta Patnaik	1st ed. 2020	Springer Nature Singapore
Deep Learning for Medical Image Analysis	S. Kevin Zhou; Hayit Greenspan and Dinggang Shen	2017	Academic Press
Instant handwriting analysis: a key to personal success	Ruth Gardner	1989	Llewellyn Publications
The up side of down: why failing well is the key to success	Megan McArdle	2014	Viking Adult
Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks	Umberto Michelucci	1st ed.	Apress
Deep Learning-Based Face Analytics	Nalini K Ratha; Vishal M. Patel; Rama Chellappa	1st ed. 2021	Springer International Publishing
Practical Deep Learning: A Python-Based Introduction	Ron Kneusel	2021	No Starch Press
Motivation and Learning Strategies for College Success: A Focus on Self-Regulated Learning	Helena Seli; Myron H. Dembo	2019	Routledge
How to Focus on Success!: Create a Laser-Like Focus for Achieving Your Success	Roy Saunderson	August 1998	Recognition Management Institute
Effective case analysis: techniques for success in case-based learning and examinations	Alan J. Richardson	2013	Captus Press
Facilitating Deep Learning: Pathways to Success for University and College Teachers	Julian Hermida	2014	Routledge
Deep Focus	Erin McCarthy	2015	Harlequin Enterprises, Limited
Deep Learning Based Speech Quality Prediction	Gabriel Mittag	1st ed. 2022	Springer International Publishing
Automated Software Engineering: A Deep Learning-Based Approach	Suresh Chandra Satapathy; Ajay Kumar Jena; Jagannath Singh; Saurabh Bilgaiyan	1st ed. 2020	Springer International Publishing
Practical MATLAB Deep Learning: A Project-Based Approach	Michael Paluszek; Stephanie Thomas	1st ed.	Apress
Deep Learning for Hyperspectral Image Analysis and Classification	Linmi Tao; Atif Mughees	1st ed. 2021	Springer Nature Singapore
Advances in Deep Learning for Medical Image Analysis	Archana Mire; Vinayak Elangovan; Shailaja Patil	2022	Routledge
key to success	Moll, C. F. Mrs	1882	White & Mains, ptrs.
Focus on inquiry: a teacher's guide to implementing inquiry-based learning	Alberta. Alberta Learning. Learning and Teaching Resources Branch	2004	Alberta Learning
Roadside Video Data Analysis: Deep Learning	Brijesh Verma; Ligang Zhang; David Stockwell	1st ed. 2017	Springer Nature Singapore
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
Focus is Key to Success: A Focal Loss Function for Deep Learning-Based Side-Channel Analysis	Maikel Kerkhof; Lichao Wu; Guilherme Perin; Stjepan Picek	Constructive Side-Channel Analysis and Secure Design: 13th International Workshop, COSADE 2022, Leuven, Belgium, April 11-12, 2022, Proceedings	Josep Balasch; Colin O’Flynn	1st ed. 2022	Springer International Publishing
Deep Learning Techniques for Side-Channel Analysis	Varsha Satheesh Kumar; S. Dillibabu Shanmugam; N. Sarat Chandra Babu	VLSI and Hardware Implementations Using Modern Machine Learning Methods	Sandeep Saini; Kusum Lata; G.R. Sinha	2021	Routledge
Deep Learning on Side-Channel Analysis	Marina Krček; Huimin Li; Servio Paguada; Unai Rioja; Lichao Wu; Guilherme Perin et al.	Security and Artificial Intelligence: A Crossdisciplinary Approach	Lejla Batina; Thomas Bäck; Ileana Buhan; Stjepan Picek	1st ed. 2022	Springer International Publishing
Challenges in Deep Learning-Based Profiled Side-Channel Analysis	Stjepan Picek	Security, Privacy, and Applied Cryptography Engineering: 9th International Conference, SPACE 2019, Gandhinagar, India, December 3–7, 2019, Proceedings	Shivam Bhasin; Avi Mendelson; Mridul Nandi	1st ed. 2019	Springer International Publishing
Gambling for Success: The Lottery Ticket Hypothesis in Deep Learning-Based Side-Channel Analysis	Guilherme Perin; Lichao Wu; Stjepan Picek	Artificial Intelligence for Cybersecurity	Mark Stamp; Corrado Aaron Visaggio; Francesco Mercaldo; Fabio Di Troia	1st ed. 2022	Springer International Publishing
On the Evaluation of Deep Learning-Based Side-Channel Analysis	Lichao Wu; Guilherme Perin; Stjepan Picek	Constructive Side-Channel Analysis and Secure Design: 13th International Workshop, COSADE 2022, Leuven, Belgium, April 11-12, 2022, Proceedings	Josep Balasch; Colin O’Flynn	1st ed. 2022	Springer International Publishing
Focus Is The Key To Success		Brainfruit: Turning Creativity Into Cash from East to West	Hugh Mason; Mark Chong	2011	McGraw-Hill Education
Learning-based Side-Channel Analysis on PIPO	Ji-Eun Woo; Jaeseung Han; Yeon-Jae Kim; Hye-Won Mun; Seonghyuck Lim; Tae-Ho Lee et al.	Information Security and Cryptology – ICISC 2021: 24th International Conference, Seoul, South Korea, December 1–3, 2021, Revised Selected Papers	Jong Hwan Park; Seung-Hyun Seo	1st ed. 2022	Springer International Publishing
A Comparison of Weight Initializers in Deep Learning-Based Side-Channel Analysis	Huimin Li; Marina Krček; Guilherme Perin	Applied Cryptography and Network Security Workshops: ACNS 2020 Satellite Workshops, AIBlock, AIHWS, AIoTS, Cloud S& P, SCI, SecMT, and SiMLA, Rome, Italy, October 19–22, 2020, Proceedings	Jianying Zhou; Mauro Conti; Chuadhry Mujeeb Ahmed; Man Ho Au; Lejla Batina; Zhou Li; Jingqiang Lin; Eleonora Losiouk; Bo Luo; Suryadipta Majumdar; Weizhi Meng; Martín Ochoa; Stjepan Picek; Georgios Portokalidis; Cong Wang; Kehuan Zhang	1st ed. 2020	Springer International Publishing
Controlling the Deep Learning-Based Side-Channel Analysis: A Way to Leverage from Heuristics	Servio Paguada; Unai Rioja; Igor Armendariz	Applied Cryptography and Network Security Workshops: ACNS 2020 Satellite Workshops, AIBlock, AIHWS, AIoTS, Cloud S& P, SCI, SecMT, and SiMLA, Rome, Italy, October 19–22, 2020, Proceedings	Jianying Zhou; Mauro Conti; Chuadhry Mujeeb Ahmed; Man Ho Au; Lejla Batina; Zhou Li; Jingqiang Lin; Eleonora Losiouk; Bo Luo; Suryadipta Majumdar; Weizhi Meng; Martín Ochoa; Stjepan Picek; Georgios Portokalidis; Cong Wang; Kehuan Zhang	1st ed. 2020	Springer International Publishing
Deep Learning Side-Channel Analysis on Large-Scale Traces	Loïc Masure; Nicolas Belleville; Eleonora Cagli; Marie-Angela Cornélie; Damien Couroussé; Cécile Dumas et al.	Computer Security – ESORICS 2020: 25th European Symposium on Research in Computer Security, ESORICS 2020, Guildford, UK, September 14–18, 2020, Proceedings, Part I	Liqun Chen; Ninghui Li; Kaitai Liang; Steve Schneider	1st ed. 2020	Springer International Publishing
On the Influence of Optimizers in Deep Learning-Based Side-Channel Analysis	Guilherme Perin; Stjepan Picek	Selected Areas in Cryptography: 27th International Conference, Halifax, NS, Canada (Virtual Event), October 21-23, 2020, Revised Selected Papers	Orr Dunkelman; Michael J. Jacobson; Jr.; Colin O'Flynn	1st ed. 2021	Springer International Publishing
Federated Learning in Side-Channel Analysis	Huanyu Wang; Elena Dubrova	Information Security and Cryptology – ICISC 2020: 23rd International Conference, Seoul, South Korea, December 2–4, 2020, Proceedings	Deukjo Hong	1st ed. 2021	Springer International Publishing
Industrial False Signal Recognition Based on Deep Learning with Focal Loss	Qifa Xu; Qiliang Cheng; Cuixia Jiang; Xiangxiang Wang	Cyber Security Intelligence and Analytics: The 4th International Conference on Cyber Security Intelligence and Analytics (CSIA 2022), Volume 2	Zheng Xu; Saed Alrabaee; Octavio Loyola-González; Xiaolu Zhang; Niken Dwi Wahyu Cahyani; Nurul Hidayah Ab Rahman	1st ed. 2022	Springer International Publishing
43 Deep-learning-based channel estimation		Applications of Machine Learning in Wireless Communications (Telecommunications)	Ruisi He (editor), Zhiguo Ding (editor)	2019	The Institution of Engineering and Technology
Side-Channel Analysis	Marc Joye; Francis Olivier	Encyclopedia of Cryptography and Security	Henk C.A. van Tilborg; Sushil Jajodia	2nd ed. 2011	Springer US
Side-Channel Analysis	Marc Joye; Francis Olivier	Encyclopedia of Cryptography and Security	Henk C.A. van Tilborg		Springer US
Side-Channel Analysis	Corina S. Pasareanu	Symbolic Execution and Quantitative Reasoning: Applications to Software Safety and Security	Corina S. Păsăreanu		Springer International Publishing
SIDE CHANNEL ANALYSIS		Handbook of Information Security	Alan Wrafter, Wiley	2006	Wiley
Online Performance Evaluation of Deep Learning Networks for Profiled Side-Channel Analysis	Damien Robissout; Gabriel Zaid; Brice Colombier; Lilian Bossuet; Amaury Habrard	Constructive Side-Channel Analysis and Secure Design: 11th International Workshop, COSADE 2020, Lugano, Switzerland, April 1–3, 2020, Revised Selected Papers	Guido Marco Bertoni; Francesco Regazzoni	1st ed. 2021	Springer International Publishing
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