IWSPA 2022: The 8th ACM International Workshop on Security and Privacy Analytics (Baltimore-Washington DC Area) April 27, 2022 (Submissions due January 10, 2022) Co-located with The 12th ACM Conference on Data and Application Security and Privacy (ACM CODASPY 2022). Workshop website: https://sites.google.com/view/iwspa-2022/ Submission Link: https://easychair.org/conferences/?conf=iwspa2022 This is the eighth workshop in the series of workshops on Security and Privacy Analytics. Increasingly, sophisticated techniques from machine learning, data mining, statistics and natural language processing are being applied to challenges in security and privacy fields. However, experts from these areas have had no medium in the past where they can meet and exchange ideas so that strong collaborations can emerge, and cross-fertilization of these areas can occur. Moreover, current courses and curricula in security do not sufficiently emphasize background in these areas and students in security and privacy are not emerging with deep knowledge of these topics. Hence, we propose to continue the workshop that we started in 2015 to address the research and development efforts in which analytical techniques from machine learning, data mining, natural language processing and statistics are applied to solve security and privacy challenges ("security and privacy analytics"). Over the course of these seven years, the papers published in IWSPA proceedings have been downloaded more than 20,000 times according to ACM Digital Library and have 500+ citations on Google Scholar. Submissions of papers related to methodology, design, techniques and new directions for security and privacy that make significant use of machine learning, data mining, statistics or natural language processing are welcome. Furthermore, submissions on educational topics and systems in the field of security analytics are also highly encouraged. Proposals for tutorials on related topics are also welcome. The workshop will focus on, but is not limited to, the following areas: --Natural Language Processing for Security/Privacy --Data Mining Techniques for Security/Privacy --Machine Learning for Security/Privacy --Statistics for Security/Privacy --Inference Control --Privacy-Preserving Data Mining --Security of Machine Learning --Security of Data Mining --Security of Natural Language Processing --Social Network Analysis --Digital and Multimedia Forensics --Applications of Blockchain for Security/Privacy --Case Studies --Educational Topics and Courses The workshop is planned for one day, April 27, 2022. All submissions must describe original research, not published nor currently under review for another workshop, conference, or journal. All papers must be submitted electronically via EasyChair https://easychair.org/my/conference?conf=iwspa2022 Papers must be at most 10 pages (12 pages in total) in length in double-column ACM format excluding bibliography and appendices. Submission implies the willingness of at least one author to attend the workshop and present the paper. Accepted papers will be included in the ACM Digital Library. The presenter must register for the workshop before the deadline for author registration. The accepted papers will be compiled in the workshop proceedings as either a regular paper within 11 pages or a short paper within 7 pages. A limited number of high-quality submissions may be selected for publication in a special issue of a journal. Important Dates: --Abstract submission: January 6, 2022 (11:59 PM, anywhere in the world) --Paper Submission Deadline: January 10, 2022 (11:59 PM, anywhere in the world) Anonymous submissions with authors' names and affiliations withheld are accepted but not required. --Acceptance Notification: February 1, 2022 --Camera Ready Submission Deadline: February 7, 2022 When your final version is ready, you need to complete the submission page and upload your .doc/docx and .pdf files or .tex, & .pdf files on or before February 7th. Remember to see the email from firstname.lastname@example.org with the unique, supplied direct link to submit your final version. We also recommend using a modern, standards-compliant Web browser to upload the necessary files. If you are unable to find your direct submission information, please use the following link to request your unique and individual submission link. Link to Camera Ready Submissions: Sheridan-ACM Submission System. The proceedings of IWSPA 2022 will be available in the ACM Digital Library.