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UID:878@lincs.fr
DTSTART;TZID=Europe/Paris:20250219T140000
DTEND;TZID=Europe/Paris:20250219T150000
DTSTAMP:20250220T175130Z
URL:https://www.lincs.fr/events/ai-for-the-detection-and-mitigation-of-cyb
 erattacks/
SUMMARY:AI for the Detection and Mitigation of Cyberattacks
DESCRIPTION:Gateway Servers for the Internet of Things\, including critical
 application areas such as the Internet of Vehicles and health monitoring\,
 must meet stringent  Security and Quality of Service (QoS) requirements\,
 offering cyberattack protection with fast response and minimal loss of
 benign data. Therefore\, it is vital to protect these systems with
 adequate Attack Detection (AD) and Mitigation mechanisms.\n\nWe will first
 demonstrate online as well as federated learning techniques that accurately
 detect attacks. Measurements of packet floods that convey a cyberattack
 will also be shown to impair the QoS at the Gateways and impede their
 capability to carry out AD. Novel traffic shaping methods to ensure that a
 Gateway can allow AD to operate promptly during an attack will be
 discussed. A new Adaptive Attack Mitigation (AAM) system will be
 introduced to sample the incoming packet stream\, determine whether the
 attack is ongoing\, dynamically drop batches of packets at the input to
 reduce the effects of the attack and minimize the AD overhead and the cost
 of lost benign packets.\n\nSpeaker’s Bio: Erol Gelenbe MAE’05
 FIEEE’86 FACM’02 FIFIP’19 FRSA’24 FRSS’20 FIET’03 graduated
 from METU (Ankara)\, received his PhD from the Tandon School of
 Engineering\, New York University and the State Doctorate in Mathematical
 Sciences from the Sorbonne (Paris). An expert on System Performance
 Evaluation as well as Machine Learning\, he invented the Random Neural
 Network and the eponymous G-Networks\, developed methods such as diffusion
 approximations\, and derived some of the first analytical results regarding
 the performance of communication protocols. Currently a Professor at the
 Institute of Theoretical and Applied Informatics\, Polish Academy of
 Sciences\, he graduated over 90 PhDs during his professorships in Belgium\,
 France\, the USA\, the UK and Poland. For his services to research and
 higher education\, he received the honours of Chevalier de la Légion
 d’Honneur\, Commander of Merit of France and Italy\, Commander of the
 Order of the Crown of Belgium\, and Officer of the Order of Merit of
 Poland\, and was elected Fellow of the National Academy of Technologies of
 France\, of the Science Academies of Belgium\, Poland and Turkey\, Honorary
 Fellow of the Hungarian Academy of Sciences (Budapest) and of the Islamic
 Academy of Sciences (Amman). He chairs the Informatics Section of Academia
 Europaea and won the ACM SIGMETRICS’08 Life-Time Award for his work on
 system performance modelling and analysis\, the Mustafa Award’17 for his
 invention of G-Networks\, the Grand Prix France-Télécom’96 (French
 Academy of Sciences) for his research on stochastic networks\, the IET
 Innovation Award (Oliver Lodge Medal’10) and other prizes.
CATEGORIES:Seminars,Youtube
LOCATION:Amphi 3\, 19 Place Marguerite Perey\, Palaiseau\, France
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=19 Place Marguerite Perey\,
 Palaiseau\, France;X-APPLE-RADIUS=100;X-TITLE=Amphi 3:geo:0,0
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