Data Breaches

11.

Future Trends and Emerging Threats

11.1.

Artificial Intelligence and Machine Learning Threats

11.1.1.

AI-Powered Attacks

11.1.1.1.

Automated Vulnerability Discovery

11.1.1.2.

Intelligent Phishing

11.1.1.3.

Adaptive Malware

11.1.2.

Machine Learning Model Attacks

11.1.2.1.

Model Poisoning

11.1.2.2.

Adversarial Examples

11.1.2.3.

Model Extraction

11.1.3.

Deepfakes and Synthetic Media

11.1.3.1.

Voice Synthesis

11.1.3.2.

Video Manipulation

11.1.3.3.

Identity Impersonation

11.2.

Internet of Things (IoT) Security Challenges

11.2.1.

Device Vulnerabilities

11.2.1.1.

Weak Authentication

11.2.1.2.

Unencrypted Communications

11.2.1.3.

Insecure Updates

11.2.2.

Network Exposure Risks

11.2.2.1.

Botnet Recruitment

11.2.2.2.

Lateral Movement

11.2.2.3.

Data Collection

11.2.3.

Industrial IoT Threats

11.2.3.1.

Critical Infrastructure Risks

11.2.3.2.

Operational Technology Attacks

11.3.

Cloud and Edge Computing Risks

11.3.1.

Multi-Cloud Security Challenges

11.3.2.

Edge Device Vulnerabilities

11.3.3.

Serverless Security Issues

11.3.4.

Container Security Risks

11.4.

Quantum Computing Impact

11.4.1.

Cryptographic Vulnerabilities

11.4.1.1.

RSA Encryption Threats

11.4.1.2.

Elliptic Curve Cryptography Risks

11.4.2.

Post-Quantum Cryptography

11.4.2.1.

New Algorithm Development

11.4.2.2.

Migration Challenges

11.5.

Supply Chain and Third-Party Risks

11.5.1.

Software Supply Chain Attacks

11.5.2.

Hardware Supply Chain Compromises

11.5.3.

Vendor Ecosystem Risks

11.5.4.

Open Source Security Issues

11.6.

Advanced Persistent Threats Evolution

11.6.1.

Living-off-the-Land Techniques

11.6.2.

Fileless Malware

11.6.3.

Memory-Only Attacks

11.6.4.

Cloud-Native Threats

11.7.

Ransomware Evolution

11.7.1.

Double and Triple Extortion

11.7.2.

Ransomware-as-a-Service Growth

11.7.3.

Critical Infrastructure Targeting

11.7.4.

Cryptocurrency Tracing Evasion

11.8.

Privacy-Enhancing Technologies

11.8.1.

Homomorphic Encryption

11.8.2.

Secure Multi-Party Computation

11.8.3.

Differential Privacy

11.8.4.

Zero-Knowledge Proofs

11.9.

Regulatory and Legal Evolution

11.9.1.

Global Privacy Law Harmonization

11.9.2.

Algorithmic Accountability

11.9.3.

Cross-Border Data Transfer Rules

11.9.4.

Breach Notification Standardization

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10. Analysis of Major Data Breaches

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1. Fundamentals of Data Breaches