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UID:740@lincs.fr
DTSTART;TZID=Europe/Paris:20230222T150000
DTEND;TZID=Europe/Paris:20230222T160000
DTSTAMP:20230328T132654Z
URL:https://www.lincs.fr/events/some-methods-to-improve-iot-performance-an
 d-cybersecurity/
SUMMARY:Some Methods to Improve IoT Performance and Cybersecurity
DESCRIPTION:The relative simplicity and lightweight nature of many IoT
 devices\, and their widespread connectivity via the Internet and other
 wired and wireless networks\, raise issues regarding both their performance
 and vulnerability. Indeed\, their own connectivity patterns based on the
 need to frequently forward and receive\, data has given rise to the
 « Massive Access Problem (MAP) of the IoT » which is a form of
 congestion caused by the IoT’s synchronized and repetitive data
 transmission patterns. On the other hand\, the opportunity that IoT devices
 present to malicious third parties for generating highly contagious
 distributed denial of service (DDoS) and Botnet attacks\, is also a subject
 of concern which is widely studied. Thus this presentation will discuss our
 recent results and research directions that address both of these issues.
 Regarding the MAP\, we will outline the Quasi-Deterministic Transmission
 Policy (QDTP)\, and its main theoretical result\, and present trace driven
 measurements\, which show that QDTP can effectively mitigate MAP. We will
 also show how a Machine Learning approach using novel Auto-Associative
 Dense Random Neural Networks can detect DDos attacks with a high degree of
 accuracy\, and discuss the potential of « low cost » online learning to
 protect IoT gateways and devices against Cyberattacks. The speaker
 gratefully acknowledges research funding from the EC as part of the H2020
 GHOST\, SerIoT and IoTAC projects.\n\nInfo on the speaker:
 https://en.wikipedia.org/wiki/Erol_Gelenbe\n\nSLIDES LINK
CATEGORIES:Seminars,Youtube
LOCATION:Room 4B01\, 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=Room 4B01:geo:0,0
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TZID:Europe/Paris
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DTSTART:20221030T020000
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