6th ACNS Workshop on Security in Machine Learning and its Applications (SiMLA 2024)

Co-located with ACNS 2024: 22nd International Conference on Applied Cryptography and Network Security

Abu Dhabi, UAE | 5-8 March, 2024

IMPORTANT DATES

Submission Guidelines

All papers must be original and not simultaneously submitted to another journal or conference. The following paper categories are welcome:

Authors are welcome to submit their papers in the following two forms:

• Full papers that present relatively mature research results related to security issues of machine learning algorithms, systems, and applications. The paper could be an attack, defence, security analysis, survey, etc. The submissions for this type must follow the original LNCS format (see LNCS format) with a page limit of 18 pages (including references) for the main part (reviewers are not required to read beyond this limit) and 20 pages in total.  Note that the page limit for the camera-ready paper is set to a maximum of 20 pages (in LNCS format).
• Short papers that describe ongoing work and bring some new insights and inspiring ideas related to security issues of machine learning algorithms, systems, and applications. Short papers will follow the same LNCS format as full paper (see LNCS format) but with a page limit of 9 pages (including references).

The submissions must be anonymous, with no author names, affiliations, acknowledgements, or obvious references. Once accepted, the papers will appear in the formal proceedings. Authors of accepted papers must guarantee that their papers will be presented at the conference and must make their papers available online. There will be the best paper award.

• Special Note to Springer LNCS Proceedings: Authors should consult Springer's authors' guidelines and use their proceedings templates, either for LaTeX or for Word, for the preparation of their papers. Springer encourages authors to include their ORCIDs in their papers. In addition, the corresponding author of each paper, acting on behalf of all of the authors of that paper, must complete and sign a Consent-to-Publish form, through which the copyright for their paper is transferred to Springer. The corresponding author signing the copyright form should match the corresponding author marked on the paper. Once the files have been sent to Springer, changes relating to the authorship of the papers cannot be made.

EasyChair System will be used for paper submission.

Topics

Topics of interest include, but are not limited, to the following: 

• Application of Machine Learning for Software Security
• Security Testing & Validation of Machine Learning Systems
• Application of Large Language Models (LLMs) for Software Security
• Security Analysis of Large Language Models (LLMs)
• Adversarial Machine Learning 
• Robustness Analysis of Machine Learning Algorithms 
• Detection and Defense to Training Data set Poison attack (including backdoor attacks) 
• Privacy-Preserving Machine Learning 
• Watermarking of Machine Learning Algorithms and Systems 
• Attack and defence of face recognition systems 
• Attacks and defence of voice recognition and voice commanded systems 
• Attacks and defence of machine learning algorithms in program analysis 
• Malware identification and analysis 
• Spam and phishing email detection 
• Vulnerability analysis 

Submission Link

BEST PAPER AWARD

Each workshop affiliated with ACNS 2024 (ADSC, AIBlock, AIHWS, AIoTS, CIMSS, Cloud S&P, SCI, SecMT, SiMLA and S&P-FL) will nominate the best paper candidates. Best workshop papers will be selected and awarded with 500 EUR prize sponsored by Springer. The list of previous best workshop papers is available here

STUDENT TRAVEL GRANT

ACNS 2024 offers travel grants for students to encourage participation and submission of their papers. For more details check ACNS'24 Student Travel Grants website.

Committees

Program Committee

• Ahmed Rezine    (Linköping University)
• Alexandre Bartel     (Umeå University)
• Amin Aminifar    (Heidelberg University)
• Christopher M. Poskitt     (Singapore Management University)
• Jingyi Wang     (Zhejiang University)
• Salah Ghamizi     (SnT, University of Luxembourg)
• Salijona Dyrmishi     (University of Luxembourg)
• Sudipta Chattopadhyay    (Singapore University of Technology and Design)
• Thibault Simonetto    (SnT, University of Luxembourg)

Organizing Committee

• Workshop Chair: Ezekiel Soremekun (Royal Holloway, University of London (RHUL), UK)
• Web Chair: Badr Souani (SnT, University of Luxembourg, Luxembourg)
• Publicity Chair: Salijona Dyrmishi (SnT, University of Luxembourg, Luxembourg)

Invited Speakers

• To be finalized.

CONTACT INFORMATION

For more information, please contact the organizer Ezekiel Soremekun