Threat Landscape
The cybersecurity threat landscape evolves rapidly. Ransomware: encrypted data held hostage ($1.1 billion paid in 2023). Phishing: 91% of cyberattacks start with a phishing email. Supply chain attacks (SolarWinds, 2020): compromising trusted software vendors. Zero-day exploits: vulnerabilities unknown to vendors. APTs (Advanced Persistent Threats): state-sponsored groups (APT28/Fancy Bear, APT41, Lazarus Group). DDoS attacks: volumetric (UDP flood), protocol (SYN flood), application layer (HTTP flood). Insider threats: malicious or negligent employees. Social engineering: pretexting, baiting, tailgating, vishing.
Cryptography Essentials
Symmetric encryption: AES-256 (128-bit block, 14 rounds) — standard for data at rest. Asymmetric encryption: RSA (factoring), ECC (elliptic curve discrete log) — key exchange, digital signatures. Hash functions: SHA-256, SHA-3, BLAKE3 — data integrity, password storage. Key exchange: Diffie-Hellman, ECDH. TLS 1.3: reduced handshake (1-RTT), forward secrecy (ephemeral keys), removed weak ciphers. Post-quantum cryptography: NIST standards ML-KEM (CRYSTALS-Kyber), ML-DSA (CRYSTALS-Dilithium) — lattice-based. Password storage: bcrypt, scrypt, Argon2id with salt. PKI: Certificate Authorities, X.509 certificates, certificate transparency logs.
Network Security
Defense in depth: multiple layers of security controls. Firewalls: stateful inspection, next-gen (NGFW) with IPS and application awareness. IDS/IPS: signature-based (known attacks), anomaly-based (behavioral), hybrid. VPN: site-to-site (IPsec), remote access (WireGuard, OpenVPN). Network segmentation: VLANs, microsegmentation, SDN-based. DNS security: DNSSEC, DNS over HTTPS (DoH), DNS over TLS (DoT). Email security: SPF, DKIM, DMARC — prevent email spoofing. WAF (Web Application Firewall): OWASP ModSecurity CRS, cloud WAFs. SIEM: aggregation, correlation, alerting from security events.
Zero Trust Architecture
Traditional perimeter-based security is obsolete in cloud/remote work era. Zero Trust principle: "never trust, always verify." Core tenets: verify explicitly, use least privilege access, assume breach. Identity as the new perimeter: MFA, SSO, conditional access policies. Microsegmentation: each workload communicates only with explicitly allowed services. ZTNA (Zero Trust Network Access) replaces VPN for remote access. BeyondCorp (Google): pioneered ZTA for enterprise. NIST SP 800-207: formal ZTA framework. Implementation: identity provider (Okta, Azure AD), device trust (MDM, EDR), policy engine, continuous monitoring.
Incident Response
NIST IR framework: Preparation → Detection & Analysis → Containment → Eradication → Recovery → Post-Incident. SOAR (Security Orchestration, Automation, Response): automated playbooks. Digital forensics: disk imaging, memory analysis (Volatility), network traffic capture. Indicators of Compromise (IoC): file hashes, IP addresses, domains, TTPs. MITRE ATT&CK framework: standardized adversary tactics and techniques. Threat intelligence: OSINT, commercial feeds (Recorded Future, Mandiant). Bug bounty programs: HackerOne, Bugcrowd — incentivizing ethical hacking. Tabletop exercises: simulating incidents for team preparedness.
Try it live
Everything above runs in your browser — open Hash Function Avalanche Visualizer and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.
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