Post-Doctoral Fellow In Information Theory For Artificial Intelligence
Há 1 mês
Organisation/Company: Télécom Paris
Research Field: All Other Technology » Future technology
Researcher Profile: First Stage Researcher (R1)
Positions: PhD Positions
Country: France
Application Deadline: 15 Dec 2024 - 00:00 (Europe/Berlin)
Type of Contract: Permanent
Job Status: Full-time
Is the job funded through the EU Research Framework Programme? Not funded by a EU programme
Is the Job related to staff position within a Research Infrastructure? No
Offer Description We are looking for a Post-doctoral Fellow in adversarial attacks: defense and detection to join our department INFRES at Télécom Paris.
Computer sciences and networks (INFRES) works in different areas such as architecture, design and verification of software systems and communication networks, data science, the interaction between man and machine, security, mobility, or the control of energy consumption.
SCIENTIFIC CONTEXT
Right now, adversarial attacks disturbances are applied to several targets: images, videos, network data, etc. Their method allows attackers to evade face recognition or impersonate detected human faces. However, adversarial examples may be detectable in some cases because the colors of used glasses are unusual.
The objective of the work is to secure attack perception and detection systems. A good defense measure could be deployed using multiple sources of data. Aggregating and analyzing the correlation of data is a key element in its processing. We plan to collect multiple data from multiple sources and aggregate it into a single database. Then, we need to measure the correlation and resemblance of data processing results. We aim to analyze and study the plausibility and integrity of this data. The objective here is to better detect adversarial attacks targeting the image detection/perception system (in the case of a video surveillance system, or robot or drone, or an IoT network etc.) and then study the resilience of the entire solution and continuity of service in case of loss/failure of one or more sensors.
Your main tasks will be to:
Carry out research missions in the field of Cybersecurity and Artificial Intelligence
Ensure supervision and tutoring missions
Contribute to the reputation of the School, the Institut Mines-Télécom and the Institut Polytechnique de Paris
The ideal candidate will have a PhD or equivalent in the field of information theory, coding, and machine learning. The candidate has in-depth theoretical and practical knowledge in the field of Artificial Intelligence and a very good background in Cybersecurity. Fluency in English is mandatory for this position. Qualities such as the ability to work in a team, scientific dialogue and writing skills, as well as an aptitude for teaching, are essential for this position.
Why join us?
You'll be working in a fast-growing, pleasant, green and accessible environment (especially for people with disabilities) just 20 km from Paris (RER B and C suburban train lines, close to major roads, shared shuttle departing from Porte d'Orléans). You will benefit from:
49 days annual leave (CA + RTT)
Flexible working hours (depending on department activity)
Telecommuting 1 to 3 days/week possible
75% public transport pass reimbursement
Proximity to numerous sports facilities, concierge service, underground parking, in-house catering, etc.
Staff association at school and ministry level
Good to know: our social security contributions are lower than in the private sector
Other information:
Application deadline: December 15, 2024
Job type: 24 months fixed-term contract
We recruit on the basis of skills, regardless of origin, age or gender, and all our positions are open to people with disabilities.
Research Field: Technology » Telecommunications technology
Education Level: PhD or equivalent
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