Hao Liang

Software Engineer at Netcraft

Explore technical insights from Netcraft engineer Hao Liang on "quishing," AI-driven crypto scams, and the engineering behind uncloaking fake search ads.

Publications

Threat Intelligence

Recent Cryptocurrency Investment Scam Campaigns: Cloaking, AI Themes, and the Industrialization of Fraud

Netcraft reveals how cryptocurrency investment scams have evolved into industrial-scale operations, using AI themes, cloaking, and malvertising to evade detection. More than 1.36 million scam sites removed since 2020.

Threat Intelligence

Recent Cryptocurrency Investment Scam Campaigns: Cloaking, AI Themes, and the Industrialization of Fraud

Netcraft reveals how cryptocurrency investment scams have evolved into industrial-scale operations, using AI themes, cloaking, and malvertising to evade detection. More than 1.36 million scam sites removed since 2020.

Threat Intelligence

Recent Cryptocurrency Investment Scam Campaigns: Cloaking, AI Themes, and the Industrialization of Fraud

Netcraft reveals how cryptocurrency investment scams have evolved into industrial-scale operations, using AI themes, cloaking, and malvertising to evade detection. More than 1.36 million scam sites removed since 2020.

Security Lexicon

“Quishing” you a Happy Holiday Season

Security Lexicon

“Quishing” you a Happy Holiday Season

Security Lexicon

“Quishing” you a Happy Holiday Season

Threat Intelligence

Uncloaking Fake Search Ads

Threat Intelligence

Uncloaking Fake Search Ads

Threat Intelligence

Uncloaking Fake Search Ads

Threat Intelligence

Web shells persist days after MOVEit mitigation

Threat Intelligence

Web shells persist days after MOVEit mitigation

Threat Intelligence

Web shells persist days after MOVEit mitigation

Book a Demo Today

Learn more about Netcraft’s powerful brand protection, external threat intelligence, and digital risk protection platform.

get demo

63 Catherine Place, London,   SW1E 6DY, UK

3600 Outlet Pkwy #550
Lehi, UT, USA 84048

Suite 1, Level 2/248 Burwood Road, Hawthorn, VIC 3122

UK | +44 (0) 1225 447500

US | +1 (435) 310-5615‬

[email protected]

Detection & Takedown

Phishing Protection

Domain Protection

Social Media Protection

Mobile App Protection

Deep & Dark Web Monitoring

Phone Scam Disruption

Preemptive Domain Disruption

Threat Intelligence

Reporting & Dashboards

Phishing Kit Analysis

Scam Intelligence

Enhanced Detection

DMARC Visualization

Marked Account Injection

Solutions

Use Cases

Digital Risk Protection

Phishing & Scam Protection

Malware Protection

Brand Protection

Fake Online Stores

Executive Impersonation

Dark Web Monitoring

Peer-to-Peer Scams

Cyber Threat Intelligence

Social Media Protection

Preemptive Domain Disruption

Industries

Financial Services

Internet Infrastructure

Retail & Ecommerce

Media & Entertainment

Apps & Extensions

Company

Corporate Social Responsibility

©2026 Netcraft LTD. All Rights Reserved

Terms and Conditions

Book a Demo Today

Learn more about Netcraft’s powerful brand protection, external threat intelligence, and digital risk protection platform.

get demo

63 Catherine Place, London,  SW1E 6DY, UK

3600 Outlet Pkwy #550 Lehi, UT, USA 84604

Suite 1, Level 2/248 Burwood Road, Hawthorn, VIC 3122

UK | +44 (0) 1225 447500

US | +1 (435) 310-5615‬

[email protected]

Detection & Takedown

Phishing Protection

Domain Protection

Social Media Protection

Mobile App Protection

Deep & Dark Web Monitoring

Phone Scam Disruption

Preemptive Domain Disruption

Threat Intelligence

Reporting & Dashboards

Phishing Kit Analysis

Scam Intelligence

Enhanced Detection

DMARC Visualization

Marked Account Injection

Solutions

Use Cases

Digital Risk Protection

Phishing & Scam Protection

Malware Protection

Brand Protection

Fake Online Stores

Executive Impersonation

Dark Web Monitoring

Peer-to-Peer Scams

Cyber Threat Intelligence

Social Media Protection

Preemptive Domain Disruption

Industries

Financial Services

Internet Infrastructure

Retail & Ecommerce

Media & Entertainment

Apps & Extensions

Company

Corporate Social Responsibility

©2026 Netcraft LTD. All Rights Reserved

Terms and Conditions

Book a Demo Today

Learn more about Netcraft’s powerful brand protection, external threat intelligence, and digital risk protection platform.

get demo

63 Catherine Place, London,   SW1E 6DY, UK

3600 Outlet Pkwy #550
Lehi, UT, USA 84048

Suite 1, Level 2/248 Burwood Road, Hawthorn, VIC 3122

UK | +44 (0) 1225 447500

US | +1 (435) 310-5615‬

[email protected]

Detection & Takedown

Phishing Protection

Domain Protection

Social Media Protection

Mobile App Protection

Deep & Dark Web Monitoring

Phone Scam Disruption

Preemptive Domain Disruption

Threat Intelligence

Reporting & Dashboards

Phishing Kit Analysis

Scam Intelligence

Enhanced Detection

DMARC Visualization

Marked Account Injection

Solutions

Use Cases

Digital Risk Protection

Phishing & Scam Protection

Malware Protection

Brand Protection

Fake Online Stores

Executive Impersonation

Dark Web Monitoring

Peer-to-Peer Scams

Cyber Threat Intelligence

Social Media Protection

Preemptive Domain Disruption

Industries

Financial Services

Internet Infrastructure

Retail & Ecommerce

Media & Entertainment

Apps & Extensions

Company

Corporate Social Responsibility

©2026 Netcraft LTD. All Rights Reserved

Terms and Conditions

Book a Demo Today

Learn more about Netcraft’s powerful brand protection, external threat intelligence, and digital risk protection platform.

get demo

63 Catherine Place, London,   SW1E 6DY, UK

3600 Outlet Pkwy #550
Lehi, UT, USA 84048

Suite 1, Level 2/248 Burwood Road, Hawthorn, VIC 3122

UK | +44 (0) 1225 447500

US | +1 (435) 310-5615‬

[email protected]

Detection & Takedown

Phishing Protection

Domain Protection

Social Media Protection

Mobile App Protection

Deep & Dark Web Monitoring

Phone Scam Disruption

Preemptive Domain Disruption

Threat Intelligence

Reporting & Dashboards

Phishing Kit Analysis

Scam Intelligence

Enhanced Detection

DMARC Visualization

Marked Account Injection

Solutions

Use Cases

Digital Risk Protection

Phishing & Scam Protection

Malware Protection

Brand Protection

Fake Online Stores

Executive Impersonation

Dark Web Monitoring

Peer-to-Peer Scams

Cyber Threat Intelligence

Social Media Protection

Preemptive Domain Disruption

Industries

Financial Services

Internet Infrastructure

Retail & Ecommerce

Media & Entertainment

Apps & Extensions

Company

Corporate Social Responsibility

©2026 Netcraft LTD. All Rights Reserved

Terms and Conditions