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Social engineering

As explained in Data-Driven Cybersecurity

Social engineering manipulates people into revealing information, granting access, or performing actions that compromise security.

Social engineering manipulates people into revealing information, granting access, or performing actions that compromise security. Modern campaigns extend beyond deceptive email into coordinated voice, SMS, targeted, executive-focused, and business email compromise attacks. Effective protection therefore combines user training with multifactor verification and layered controls. section 1.4

Common forms connect the human target, the communication channel, and the attacker’s credibility strategy:

  • Vishing uses voice calls, while smishing uses SMS messages. section 1.4
  • Spear phishing targets specific individuals, and whaling targets executives. section 1.4
  • Business email compromise can use deepfake tactics, including voice cloning, to make fraudulent requests appear trustworthy. section 1.4

A cloned IT support call

An employee receives an email requesting a password reset, followed by a call from someone who sounds like a trusted IT staff member. The attacker uses the cloned voice to guide the employee toward a cloned system that captures credentials. Multifactor verification and robust training reduce reliance on apparent identity or urgency. section 1.4

AI increases the sophistication of social engineering through deepfakes, while also introducing uncertainty through bias and false positives. AI-based defenses work best alongside rule-based detection, behavioral analysis, traditional controls, and human oversight rather than as a standalone solution. section 1.7

How Data-Driven Cybersecurity covers it

How deep it goes
Distinguishes phishing variants and demonstrates deepfake-assisted credential theft, but stops short of procedural attack instructions.
Examples
Uses a password-reset email, cloned IT-support voice, cloned credential-capture system, and AI-generated deepfake attacks.
What you can do after
Evaluate social-engineering risk by recognizing multichannel phishing and prioritizing training and multifactor verification.
How it connects
Connects social engineering to phishing, vishing, smishing, spear phishing, whaling, business email compromise, deepfakes, and multifactor verification.

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This explainer was generated by Manning's knowledge graph from the text of Data-Driven Cybersecurity. The section links point to the parts of the book it draws on.