Abstract: In many applications, machine learning involves managing data across multiple devices without the availability of a central server, necessitating a decentralized learning approach. In such settings, nodes are susceptible to failures from malfunctions or cyberattacks, which can undermine traditional learning algorithms. This paper addresses the robustification of decentralized learning amidst Byzantine failures, where nodes can arbitrarily deviate, threatening system stability. Prior works have utilized ad-hoc methods akin to robust statistics; however, we propose a formal integration of robust statistical principles into the learning process for a more systematic approach. We introduce BRIDGE, a scalable Byzantine-resilient decentralized machine learning framework, designed to fortify resilience and offer structured analysis against Byzantine behaviors. BRIDGE comes with algorithmic and statistical convergence guarantees for both strongly convex and select nonconvex problems. Our experiments validate BRIDGE's scalability and effectiveness, underscoring its robustness and showcasing the benefits of incorporating robust statistics into decentralized learning systems formally. Co-sponsored by: Department of Electrical and Computer Engineering, University of Michigan-Dearborn Bldg: Engineering Lab Building, ELB 2390, University of Michigan-Dearborn, Dearborn, Michigan, United States, 48128

MSOE's Second General Body Meeting for the student Chapter Milwaukee, Wisconsin, United States, 53202

UPDATE: Remote access option has been added to the meeting. Pizza Sponsor: (https://exoduscomm.com/) Facility Sponsor: Monolithic Power Systems The workshop will feature the TinySA Ultra Plus Spectrum analyzer. This workshop has a $10 fee. If you already own a TinySA - bring it to the workshop. The chapter purchased 6 TinySA Ultra Plus Spectrum analyzers and we will have a drawing at the end the meeting to give them away. You must be present to win. (https://www2.randl.com/index.php?main_page=product_info&cPath=16_16990&products_id=76222) or from (https://www.amazon.com/TinySA-ZS406-Spectrum-Hard-Case/dp/B0F6CTKT5N/ref=sr_1_2_sspa?crid=1R3FNB8W76TDQ&dib=eyJ2IjoiMSJ9.AgoQluVvYQ-jL0IkwRIIMkrI24kZ7kS6HiLCH3bFGBThht6oLxQE3Fyq_VVBVFUH.SWmzXzonlGCljLPbsiHcm_EBQWu-F5mErgmz-bQR3uo&dib_tag=se&keywords=tinysa%2Bultimate&qid=1762364004&sprefix=tinysa%2Bultimate%2Caps%2C150&sr=8-2-spons&sp_csd=d2lkZ2V0TmFtZT1zcF9hdGY&th=1) Michael Kirkhart Do you look longingly at spectrum analyzers on the shelf? Have you ever wanted to own one so that you can see the frequencies around you? If this fits you to a, ‘T’, come join the Southeastern Michigan IEEE EMC Society TinySA workshop with Michael Kirkhart KD8QBA, electronics engineer, hacker, amateur radio operator, and lifelong learner. Michael Kirkhart has worked with antennas, electromagnetic compatibility, and electronics. He understands the nuances of spectrum analyzers and why the TinySA is an astounding tiny device. The TinySA has the ability to act as a spectrum analyzer, a sine or square wave generator, a filter and more! The workshop will use 6 TinySA Ultras with assorted probes. At the end of the workshop, 6 registered attendees will be going home with the 6 TinySAs and probe sets. The fortunate ones will be picked via a random number generator. Room: 2nd Floor Conference Room, Bldg: MPS, 19499 Victor Pkwy, Livonia, Michigan, United States, 48152, Virtual: https://events.vtools.ieee.org/m/512659

You are invited to join the IEEE Central Illinois Section in downtown Champaign for our final monthly networking meeting series of the year. November's meeting will take place on Thursday rather than the usual day of the week. This informal dinner event is open to all IEEE member grades, including IEEE students and graduate students. Whether you're an active member or a student just beginning your career, this event provides a fantastic opportunity to connect, share knowledge, and build valuable relationships within the engineering community. REGISTER IF ATTENDING: Registration is complimentary. However, please note that all attendees are responsible for their own bills. Registration ends the morning of the event, or when all spaces have filled. BRINGING AN ADDITIONAL GUEST? If registering, please indicate if you plan to bring any guests. IEEE members may bring a nonmember guest. PARKING INFORMATION: - Nearest Lot: Parking spaces are available at the Walnut Street & Washington lot located at 35 East Washington St, Champaign, IL 61820. Visitors must pay to use this lot using an automated pay station in the center of the lot, or have a permit. - Garage Parking: Metered parking is available at the Hill Street Parking Deck located at 123 West Hill St., Champaign, IL 61820. The exit gate accepts Visa, MasterCard, Discover, and American Express credit and debit cards. The expected rate during this event is $0.75 per hour (rounded up). This area is head-in (forward) parking only. - Street-Level Parking: Metered street-level parking is available in the vicinity. For comprehensive information about parking in the area, please see the Champaign Public Works Department webpage: champaignil.gov/public-works/parking/. DRESS CODE: This event has no explicit dress code, however casual, semi-casual, and business casual are recommended. ABOUT US: Formed as part of the American Institute of Electrical Engineers (AIEE) on June 28th, 1951; the IEEE Central Illinois Section serves members in Champaign, Springfield, Bloomington, Peoria, Quincy, Decatur, and their surrounding areas. Speaker(s): , , , Agenda: Start time: 6:00 PM Central Time End time: 8:00 PM Central Time Bldg: Big Grove Tavern, 1 E Main St, Champaign, Illinois, United States, 61820

Cybersecurity isn't just about prevention—it's about preparation. In this unique session, attendees will step into a modified Cybersecurity Incident Management Exercise (CIME) designed to simulate the stress, decisions, and challenges of responding to a real cyber crisis. Rather than focus on technical fixes, this condensed 60-minute version emphasizes the human side of cybersecurity—how operations, communication, and leadership are affected when core systems go down. Participants will take on roles, walk through a fictional but realistic scenario, and reflect on the decisions made under pressure. This hands-on experience will offer practical insights into building resilience and the importance of a whole-organization response to cyber incidents. As artificial intelligence becomes more integrated into everyday tools and systems, it brings promise and peril to cybersecurity and personal privacy. This talk explores the dual-edged nature of AI—how it is used to launch more sophisticated cyber-attacks and how it can enhance our ability to detect, defend, and educate. We’ll discuss current applications of AI in threat detection, data protection, and user training, as well as the growing need for ethical frameworks and risk-aware deployment strategies. No technical background is required—just a willingness to think, communicate, and learn. Speaker(s): , Doug Agenda: 6:00 PM – Pizza and Pop provided by the Central Iowa Section 6:45 PM – Presentation Room: 3043, Bldg: Coover Hall, 2520 Osborn Drive, Iowa State University, Ames, Iowa, United States, 50011

November Section Meeting at NIU with student branch. PELS topic Agenda: 6:00 PM Social Hour 6:30 PM Dinner 7:15 PM Section Meeting 7:30 PM Speaker DeKalb, Illinois, United States

The NIU IEEE Rockford Section meeting brings together engineering students, faculty, and industry professionals to share knowledge, network, and discuss the latest advancements in technology. Hosted at the NIU Rockford campus, the event provides opportunities for attendees to connect with local engineers, learn from guest speakers, and explore current research and industrial applications. It also serves as a bridge between the NIU IEEE Student Branch and the professional IEEE Rock River Valley Section, helping students gain insight into real-world engineering practices, internships, and career development. Overall, the meeting promotes collaboration, professional growth, and community engagement within the field of electrical and computer engineering. Co-sponsored by: Juan Tovar Room: 358, Bldg: Engineering Building , 590 Garden Rd, , DeKalb , Illinois, United States, 60115