Facebook
Twitter
LinkedIn
At the 30th edition of the ACM Conference on Computer and Communications Security, which took place in Copenhagen from 27-30 November 2023 and included a daylong workshop on artificial intelligence and security (AISec), Thales made a world-premiere presentation of a technique for carrying out a physical attack on an AI system.
Companies and organisations are now well aware of the risk of software attacks on their AI models, but less information is available about potential attacks on AI hardware.
With the increasing use of AI in defence systems (drones, vehicles, fighter aircraft, etc.), the security of these highly critical assets needs to be taken into account from the earliest design stage in order to protect the intellectual property they contain and safeguard national security interests.
Side-channel attack on an embedded AI system by Thales ThalesIn an AI system, software is embedded in physical hardware components. Physical attacks known as side-channel attacks attempt to gain access to sensitive information by observing indirect signals generated by physical components of the system. Thaless demonstration of a side-channel attack during the AISec workshop was intended to raise awareness of this new type of threat among members of the scientific and technical community and encourage them to take this potential vulnerability into account when developing their systems. The heat, power consumption or electromagnetic radiation generated by a system can be a valuable source of information for hackers. They can use this information to exploit the physical characteristics of a systems electronic components, understand how the embedded software functions, access its sensitive data and compromise the confidentiality of the parameters influencing the decisions made by the AI.
Joan Mazenc, Director of the Thales ITSEF1, said: The risk of side-channel attacks on AI systems has not been fully addressed, and specific developments are needed to guarantee their reliability and resilience and to protect the intellectual property they contain. By presenting this new threat to the international scientific and technical community at the AISec conference, Thales seeks to alert industry to this emerging risk and the advanced solutions and techniques required to build a trusted AI system.
The attack presented at the AISec conference was conducted in two steps:
1 . Attack by observation, in which the physical behaviour of the system was analysed during operation to reveal the secret parameters used by the targeted AI for classifying images.
Conventional laboratory techniques can measure the electromagnetic radiation generated by a systems electronic components. By reproducing this process thousands of times in a variety of conditions, an attack AI can be trained to recognise the observed radiation patterns and thereby identify the secret parameters of the target AI with no prior knowledge of the system being observed.
2 . Active attack, in which the parameters influencing the target AIs decisions were exploited in order to deceive the model by creating adversarial examples.
Here, the operator forces the AI to identify the figure 7 as a 5. ThalesThis attack used scripts capable of exploiting the secret parameters revealed in the first step in order to create an image that would be incorrectly classified by the AI.
In addition, a hacker with physical access to the target system could achieve the same objective by physically disturbing the component while the AI is running. Creating a quick disturbance in the electronic components power supply or exposing a circuit to a strong electromagnetic pulse could alter the AIs decisions, causing it to misclassify images. This type of fault injection attack also needs to be taken into consideration by embedded system designers in order to build a trusted AI.
Thales and AI
To counter these threats, Thales runs security evaluations at its ITSEF laboratory, which is accredited by the French National Cybersecurity Agency ANSSI, and draws on the Groups extensive expertise to propose customised solutions to mitigate any vulnerabilities that are detected.
As the Groups defence and security businesses address critical requirements, often with safety-of-life implications, Thales has developed an ethical and scientific framework for the development of trusted AI based on the four strategic pillars of validity, security, explainability and responsibility. Thales solutions combine the know-how of over 300 senior AI experts and more than 4,500 cybersecurity specialists with the operational expertise of the Groups aerospace, land defence, naval defence, space and other defence and security businesses.
About Thales
Thales (Euronext Paris: HO) is a global leader in advanced technologies within three domains: Defence & Security, Aeronautics & Space, and Digital Identity & Security. It develops products and solutions that help make the world safer, greener and more inclusive.
The Group invests close to 4 billion a year in Research & Development, particularly in key areas such as quantum technologies, Edge computing, 6G and cybersecurity.
Thales has 77,000 employees in 68 countries. In 2022, the Group generated sales of 17.6 billion.
1Information Technology Security Evaluation Facility
Documents
Physical hacking - Thales warns of new challenge to AI systems.pdf
Contact
Marion Bonnet, Press and social media manager, Security and Cyber
+33 (0)6 60 38 48 92 marion.bonnet@thalesgroup.com
15 Dec 2023
Thales Alenia Space has selected the UK's National Satellite Test Facility for FLEX satellite first test campaign
Read more
13 Dec 2023
Thales delivers the new integrated surveillance system to Melillas Command Headquarters
Read more
13 Dec 2023
Trust Bank and Thales Launch Singapore's First O
Europe Stories
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
06/09/2026
June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
08/07/2026
Rohde & Schwarz and China Mobile Research Institute jointly demonstrate generati...
08/07/2026
Film follows the courageous fight for justice by survivors of Ireland's Magdalene Laundries & Mother and Baby Homes
TESTIMONY airs Wednesday 22 July at 9...
07/07/2026
Applications are now open for the Validation Booster, a six-month acceleration programme supporting journalists, media organisations, content creators, media in...
07/07/2026
New mixer aimed squarely at instrument-level sources
Heritage Audio have clearly been busy recently, as alongside their all-new Tubestrip, they've also ...
07/07/2026
New channel strip combines popular hardware designs
The latest arrival to the Heritage Audio line-up brings together a selection of their praised hardware d...
07/07/2026
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({ content_source:......
07/07/2026
UKTV commission with BritBox and Sony Pictures Television and inspired by Deborah Cadbury's book, Chocolate Wars
The six-part series is produced by Fable P...
07/07/2026
Tuesday 7 July 2026
Record audiences tune into the ICC Women's T20 World Cup 2026 on Sky Sports
The ICC Women's T20 World Cup 2026 was the most watche...
07/07/2026
Tuesday 7 July 2026
Official trailer released for Fightland, a revenge drama fr...
07/07/2026
Wuppertal July 7, 2026
Riedel and ARRI Bring Cinematic Live Production to the Eurovision Song ContestRiedel Communications and ARRI played a key role in one o...
07/07/2026
To Whom It Concerns RT today confirmed that Patrick Kielty is to extend his contract as host of The Late Late Show.
Last season, the world's longest-runn...
06/07/2026
Bundle gains 100 new synths & more
Synth Anthology 5 the largest and most feature-packed edition of UVI's hardware synth emulation bundle, bringing toge...
06/07/2026
Available now via free firmware update
MOTU have just announced that three of their popular audio interfaces now boast official Milan Certification. The 16A...
06/07/2026
Rohde & Schwarz completes Hunter Preliminary Design Review for the Integrated Co...
06/07/2026
The R&S IMAGER from Rohde & Schwarz uses millimeter wave imaging to inspect the ...
06/07/2026
Monday 6 July 2026
Sky Kids unveils new slate for 2026 including Paris Hilton&#...
06/07/2026
Monday 6 July 2026
Sky agrees to acquire ITV Media & Entertainment, creating a ...
06/07/2026
Fresh from his World Cup heroics with Cabo Verde, Roberto Pico' Lopes will join the RT panel for Argentina v Egypt tomorrow and for the England v Norway q...
06/07/2026
A death can be unsuspicious, but it has to be explained
What happened to Ke...
05/07/2026
Browser-based and desktop apps available
Digital Sunset Studios have been busy working on an interesting project: a free software tool that provides compute...
04/07/2026
Celebrates company's 80th anniversary
Rhodes have recently revealed that they will be producing a limited run of electric pianos in celebration of their...
04/07/2026
** MEDIA ALERT **
BLEACH: THOUSAND-YEAR BLOOD WAR THE CALAMITY Continues I...
04/07/2026
** MEDIA ALERT **
VIZ Media Unveils New Anime Slate at Anime Expo 2026 with ...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
03/07/2026
New bundle & three Single Packs
Continuing to expand their already sizeable orchestral collection, VSL's latest release introduces three new Single Pack...
03/07/2026
Venue installs new ATC-equipped control room
LSO St Luke's, a unique music venue that also serves as the home of the London Symphony Orchestra, have rec...
03/07/2026
1 February 2023
SHARE Facebook Twitter Linkedin Email
Munich, Germany, 1st February 2023: Cinegy GmbH, the premier provider of software technology for digit...
03/07/2026
** MEDIA ALERT **
VIZ Media Celebrates Anime Expo 2026 with BLACK TORCH Worl...
02/07/2026
Stammering, stuttering, strangulated tones
The Crow Hill Company's latest creation promises to be the most original sound set they've produced to d...
02/07/2026
A new era in unmixing and spectral editing
The latest version of Steinberg's spectral audio-editing software has just arrived, building on the strength...
02/07/2026
Aims to simplify additive synthesis
Sine Machine is the debut launch from Melatonin, a Vienna-based developer who have spent the past six years creating wha...
02/07/2026
Products to remain fully active & supported
Following the news of Native Instruments joining the inMusic brand line-up, Academy and Emmy Award-winning visua...
02/07/2026
What you missed!
Last weekend, Saturday 27 June 2026, saw the debut of Sound On Sounds new GearExpo UK event, the largest dedicated pro-audio event to take ...
02/07/2026
Thursday 2 July 2026
Tea with Judi Dench returns to Sky Arts with legendary guest, Sir Ian McKellen
Sky today confirms Tea with Judi Dench will return this su...
01/07/2026
New AI Assistant, Multi-channel Audio, ARA2 improvements & more
Tracktion's DAW software has just received its latest major update, gaining a selection ...
01/07/2026
Stammering, stuttering, strangulated tones
The Crow Hill Company's latest creation promises to be the most original sound set they've produced to d...
01/07/2026
Exclusive run of limited-edition modelling pedals
Sweetwater and Andertons M...
01/07/2026
Matt started engineering and mixing in studios. Twelve years later, a good friend, front of house engineer Shane Haase, took him out on tour as system engineer ...
01/07/2026
Our SD10T was an absolutely rock-solid, stable console and the Quantum 338T has been the perfect upgrade, Hurley says. Having multiple screens is a big advant...
01/07/2026
LEXINGTON, Kentucky - July 2026 -Tyler Childers' seventh and latest studio record, Snipe Hunter, is an adventurously sprawling collection of tunes that span...
01/07/2026
** MEDIA ALERT **
BLEACH Comes to Life in Los Angeles with First-of-Its-Kind...
01/07/2026
UKTV has today announced the appointment of Matt Berry to the newly created role of General Manager - Marketing, effective 1 July.
Matt will take on this senio...
01/07/2026
Sky Zero Footprint Fund-backed TV campaign featuring Deborah Meaden challenges consumers to rethink everyday bathroom wasteWednesday 1 July 2026
Fussy asks Bri...
01/07/2026
Constituency-level analysis reveals where girls miss out most on sport - and where targeted action could unlock more than £640 million in economic and health be...
01/07/2026
Wuppertal July 1, 2026
Riedel and SKAARHOJ Expand Collaboration With SimplyLive IntegrationRiedel Communications today announced an expanded collaboration wit...
Facebook 
