DeepZero vs Push Security

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-08-23
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At a glance

DimensionDeepZeroPush Security
PricingContact sales (likely enterprise pricing)Freemium (free tier available, paid plans for teams)
Target UserAdvanced kernel security researchersSecurity teams, identity teams, IT admins
Primary FunctionAutomated vulnerability discovery in Windows kernel drivers (zero-days)Browser security: phishing, AI tool control, identity hardening
DeploymentOffline analysis tool (integrates with IDA Pro/Ghidra)Cloud-based browser extension/telemetry
AI IntegrationAI agents for decompilation and vulnerability pattern matchingAgentic threat hunting, AI tool visibility/control
Latest News ImpactFound zero-day in ASUS driver via AI pipeline (Apr 2026)Experienced poisoned tenant attack; promotes browser-based controls over training (Jun 2026)

Choose DeepZero if your mission is discovering zero-day vulnerabilities in Windows kernel drivers and you have deep Windows internals expertise. Choose Push Security if you need to protect your organization from browser-based attacks and manage AI tool usage—especially relevant given recent AiTM and OAuth threats. They solve completely different problems; the decision depends on whether your focus is offensive driver research (DeepZero) or defensive browser security (Push).

DeepZero
DeepZero

AI-powered kernel driver vulnerability research and zero-day discovery.

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Push Security
Push Security

Browser security for the AI era: detect and block AI-powered attacks.

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Pricing
Contact Sales
Freemium
Plans
$5/user/month (annual) or monthly per user
Custom
Popularity
3 views
7.5k views
Skill Level
Advanced
Advanced
API Available
Platforms
CLIDesktop
Web
Categories
🔐 Application & Code Security
🚨 Threat Detection & SOC🔒 Security & Privacy
Features
Binary corpus parsing (PE files)
Ghidra headless decompilation
Heuristic IOCTL surface filtering
LOLDrivers hash exclusion
Semgrep rule integration
LLM-based exploitability assessment
Multi-stage pipeline orchestration
Atomic state persistence (resumable)
Parallel AI & heuristic grading
Zero-day signal validation
Scalable batch analysis of thousands of drivers
Control flow graph reconstruction
Proof-of-concept generation assistance
Cross-driver correlation for systemic bugs
AitM / reverse-proxy phishing detection
ClickFix / clipboard injection blocking
Session hijacking detection and blocking
Malicious OAuth consent flow blocking
Ghost login discovery (password fallback paths)
Shadow AI app discovery and inventory
AI prompt and data input monitoring
AI file upload monitoring and blocking
Agentic browser detection (Comet, Atlas, Dia)
Autonomous threat hunting agents
In-browser MFA registration and password change guardrails
Illicit browser extension detection and blocking
Extension allowlisting with default-deny management
Device code phishing detection
Shadow SaaS discovery and control
Integrations
Ghidra
LangChain
LiteLLM
Okta
Google Workspace
Microsoft 365
Microsoft Teams
Microsoft Sentinel
Datadog
Splunk Cloud
SentinelOne
Slack
Webhooks
REST API

What real users say: DeepZero vs Push Security

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

DeepZero

0 mentions · mixed

What users praise

  • Automates tedious reverse engineering of kernel drivers
  • AI agent approach could scale vulnerability discovery
  • Handles thousands of drivers concurrently
  • Integrates with IDA Pro or Ghidra optionally

What frustrates them

  • No community feedback available to verify claims
  • Pricing is opaque and likely expensive
  • Requires deep Windows kernel expertise despite beginner tag
  • No clear integrations with CI/CD or other tools

Researched Jul 3, 2026

Push Security

36 mentions across 3 sources · 30% positive — critical

Hacker News, YouTube, Lemmy

What users praise

  • Deploys as extension across all major browsers, avoiding enterprise lock-in
  • Autonomous hunting agents detect and block zero-day threats in real time
  • Addresses emerging AiTM phishing, ClickFix, and session hijacking attacks
  • Provides shadow AI discovery and governance, a growing need

What frustrates them

  • Limited independent reviews and community deployment case studies
  • Extension-based agent may impact browser performance on low-end devices
  • Pricing for advanced features likely steep for SMBs
  • Configuration complexity requires skilled security engineers

Researched Aug 18, 2026

Who should pick which

  • Vulnerability researcher targeting Windows kernel drivers
    Pick: DeepZero

    DeepZero automates the tedious reverse engineering of .sys files, IOCTL extraction, and AI-driven vulnerability detection—exactly what this persona needs. Its recent discovery of a zero-day in an ASUS driver validates its effectiveness.

  • Security team combating browser-based phishing and session hijacking
    Pick: Push Security

    Push Security directly addresses AiTM, ClickFix, and session hijacking attacks using browser telemetry and agents. Its recent experience with a poisoned tenant attack underscores its relevance for modern threats.

  • CISO concerned about AI tool data leakage
    Pick: Push Security

    Push provides real-time visibility and control over AI tool usage (clipboard, file uploads, OAuth), aligning with recent regulations and the need to prevent data loss to LLMs.

  • Independent exploit developer seeking zero-days
    Pick: DeepZero

    DeepZero's batch analysis and POC generation accelerate the discovery of memory corruption bugs in drivers, a key source of high-value exploits. The AI pipeline reduces manual effort significantly.

  • Identity team hardening MFA and unmanaged identities
    Pick: Push Security

    Push Security's in-browser guardrails for MFA registration and password changes, plus ghost login detection, directly address identity hygiene without deploying a full enterprise browser.

Frequently Asked Questions

DeepZero vs Push Security: which should you choose?

Choose DeepZero if your mission is discovering zero-day vulnerabilities in Windows kernel drivers and you have deep Windows internals expertise. Choose Push Security if you need to protect your organization from browser-based attacks and manage AI tool usage—especially relevant given recent AiTM and OAuth threats. They solve completely different problems; the decision depends on whether your focus is offensive driver research (DeepZero) or defensive browser security (Push).

Can DeepZero replace manual reverse engineering of kernel drivers?

No—it automates decompilation, IOCTL extraction, and initial vulnerability pattern matching, but human verification is required to confirm exploitability. It's a force multiplier, not a replacement.

Does Push Security require deploying a new browser?

No. Push works as a lightweight extension across Chrome, Edge, Firefox, and Safari, giving visibility without forcing a browser migration.

Are the tools competitive?

No—they address completely different domains. DeepZero is for offensive kernel driver analysis; Push is for defensive browser security. Choose based on your role.

Does DeepZero have a free trial?

Pricing is contact-based; there's no public freemium tier. Interested parties must contact sales for access and pricing.

Does Push Security protect against AI-powered phishing?

Yes—it detects AiTM phishing, ClickFix, ConsentFix, and session hijacking using real-time browser telemetry and autonomous agents.

Which tool is better for a small security team?

If your focus is browser/identity security, Push's freemium model offers an affordable start. For kernel vulnerability research, DeepZero's investment may be worthwhile but requires deep expertise.

Does DeepZero integrate with enterprise workflows?

It integrates with IDA Pro and Ghidra for manual analysis, but it's not a SIEM/SOAR tool; it produces reports for further investigation.

Can Push Security detect shadow IT?

Yes—it discovers ghost logins and shadow SaaS usage, providing visibility into unmanaged applications accessed via browsers.

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Last reviewed: July 3, 2026