Strategic Objectives
• Master the mechanics of physics-level spoofing attacks.
• Implement multi-modal validation to ensure signal veracity.
• Build resilient systems that detect environmental manipulation.
• Bridge the gap between hardware security and digital integrity.
The Core Challenge
In a world of autonomous systems, hackers aren't just stealing data—they are rewriting reality at the sensor level.
01
The Vulnerable Input
02
The Anatomy of Spoofing
03
GPS Deception
04
The Transducer Threat
05
Acoustic Injection
06
Optical Interference
07
Electromagnetic Vulnerabilities
08
Thermal Tampering
09
Signal Integrity Foundations
10
Analog-to-Digital Conversion
11
Sensor Fusion Resilience
12
The Kalman Filter
13
MEMS Security
14
Electronic Countermeasures
15
Authentication of the Physical
16
Cyber-Physical Systems (CPS)
17
The Role of Machine Learning
18
Physical Unclonable Functions
19
Red Teaming the Environment
20
Regulatory Standards and Safety
21