Advanced Cyber Defense: AI Threats & Post-Quantum Security (2026)

A vulnerability where an attacker "tricks" an AI by providing instructions that override its original system prompt (e.g., "Ignore all previous instructions").

When an AI processes external data (like a website or email) that contains hidden malicious instructions intended to hijack the AI's behavior.

A technique where attackers attempt to fool a machine learning model by providing it with deceptive, subtly altered input data.

Corrupting the training data of an AI model during its development so that it learns incorrect patterns or contains a "backdoor."

Cryptographic algorithms (usually based on lattice math) designed to be secure against an attack by a powerful quantum computer.

A strategy where attackers steal encrypted data today, waiting for future quantum computers to become powerful enough to break the encryption.

An attack where a hacker "queries" an AI model repeatedly to reconstruct the sensitive training data (like private medical records) used to build it.

A specific type of injection where the goal is to force the AI to reveal its internal "System Instructions" or confidential business logic.

A risk where an AI agent is given too many permissions (like deleting files or making purchases) without sufficient human oversight.

The use of AI tools within an organization without the knowledge or approval of the IT/Security department, creating "blind spots."

Using AI to perfectly mimic an executive's voice over the phone to authorize fraudulent wire transfers or data access.

A promising type of PQC that relies on the hardness of finding the shortest vector in a high-dimensional grid of points (lattices).

Tricking an AI into "hallucinating" a non-existent software library, then creating a malicious version of that library for the AI to recommend to developers.

A method where one party can prove to another that a statement is true without revealing any information beyond the validity of the statement itself.

Malware that uses AI to constantly rewrite its own code to bypass traditional signature-based antivirus detection.

A physical device that safeguards and manages digital keys for strong authentication and provides crypto-processing.

A secure area of a main processor that guarantees code and data loaded inside it to be protected with respect to confidentiality and integrity.

The practice of systematically testing an AI system for safety flaws, biases, and security vulnerabilities using adversarial techniques.

Targeting a software vendor or its code repositories to inject malware into a legitimate product that is then sent to thousands of customers.

Cryptographic keys that are generated for each new execution of a key-establishment process (ensuring "Forward Secrecy").

A form of encryption that allows computations to be performed on encrypted data without first decrypting it.