DeepZero vs Push Security

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

Analysis reviewed Live tool data as of 2026-10-08
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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

DeepZero is a YAML-orchestrated engine that hunts zero-days across massive Windows kernel driver corpora.

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Push Security
Push Security

Push Security delivers browser security for the AI era — stopping AiTM, ClickFix and consent phishing while governing shadow AI

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Pricing
Contact Sales
Paid
Plans
—
$5/user/month
Custom
Popularity
5 views
7.5k views
Skill Level
Advanced
Advanced
API Available
Platforms
CLIDesktop
Web
Categories
🔐 Application & Code Security
🚨 Threat Detection & SOC🔒 Security & Privacy
Features
Parallel PE binary parsing across local compute
Ghidra headless decompilation integrated into the pipeline
Control flow graph reconstruction for driver attack surface
Heuristic Windows IOCTL surface filtering
Semgrep rule execution for common bug patterns
LOLDrivers hash exclusion to skip known-benign drivers
LLM-based exploitability assessment on high-signal candidates
Multi-stage YAML-defined pipeline orchestration
Parallel AI and heuristic grading of candidates
Atomic per-sample state persistence for resumable campaigns
Validated zero-day signal output stage
Custom processor authoring via a documented SDK
Command-line interface with full pipeline configuration
Cross-driver correlation for systemic bug detection
Batch analysis of large driver corpora (e.g. Snappy Driver Installer)
Behavioral phishing detection and blocking inside the browser extension
Real-time Adversary-in-the-Middle (AiTM) reverse-proxy phishing detection
Cloned login page, Browser-in-the-Browser (BitB) and Browser-in-the-Middle (BitM) detection
ClickFix clipboard injection blocking at the point of interaction
Device code phishing detection and blocking of kits that bypass passkeys
Consent phishing detection with OAuth consent monitoring, blocking and app removal
Malicious browser extension inventory, risk scoring, allowlisting and blocking
Supply chain change monitoring for extensions (ownership transfers, permission escalations, delisting)
Infostealer delivery detection and compromise response
Ghost login detection for password fallback paths that bypass SSO
QR code and SMS mobile phishing detection
Credential stuffing detection across SaaS logins
Session hijacking detection via browser session markers
Shadow AI app discovery and agentic browser detection (Comet, Atlas, Dia)
AI prompt, AI clipboard and AI file upload monitoring with blocking
Integrations
Ghidra
LangChain
LiteLLM
loldrivers.io
Semgrep
Okta
Google Workspace
Microsoft 365
Microsoft Teams
Microsoft Sentinel
Datadog
Splunk
SentinelOne
Slack
REST API

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