AdTech Europe AI Defender
Features

Detection, enforcement and operational visibility

AI Defender evaluates many signals together — never just one fraud indicator — then acts on the result with configurable, auditable enforcement.

Fraud & risk detection

19 fraud and risk indicators

AI Defender evaluates many signals together — never just one fraud indicator.

Automated traffic
Bot activity
Suspicious IPs
Proxy traffic
VPN traffic
Tor traffic
Residential proxies
Datacenter & hosting traffic
Malicious/abusive IP history
Abnormal traffic volumes
Unusual request behavior
Abnormal click activity
Repetitive traffic patterns
Source-level anomalies
Device/user-agent anomalies
Unusual conversion patterns
Repeated low-quality activity
Traffic-quality degradation
Statistical anomalies
Protection

Real-time actions and automated source protection

Real-time protection

  • Flag suspicious activity
  • Reject high-risk traffic
  • Restrict identified sources
  • Apply filtering policies
  • Add entities to protection lists
  • Trigger deeper analysis

Enforcement behavior is fully configurable — from monitor-only to automatic rejection.

Automated source protection

Dynamic protection lists maintained automatically across every entity type.

IPsPublishersDomainsApplicationsSite IDsSource IDsPlacement IDsUser agents
FlaggedReviewedRestrictedBlacklisted

Thresholds are configurable to the client's risk strategy.

Historical AI analysis

Find what single requests can't show

Scheduled periodic analysis reviews accumulated traffic and performance data to surface patterns invisible at request level.

Repeated source-quality issues
Long-term anomalies
Traffic-quality trends
Publisher performance changes
Abnormal traffic concentration
Recurring fraud indicators
Unexpected performance changes
Sources needing investigation
Administrator intelligence

Dramatically reduce manual analysis

One console for fraud, AdOps and platform teams — findings, risk and recommended actions in one place.

AI Analysis · last 24 hours
Monitoring active
1,284
Bot-like sessions
37
Sources restricted
−4.8%
IVT rate trend
pub_44192 · news-hub.exampleHigh risk
185.220.101.34 · Tor exit nodeBlocked
src_8871 · app-bundle.9932Restricted
placement_2210 · rewarded videoMonitoring
pub_10233 · sports-daily.exampleClean

AI finding: traffic concentration on pub_44192 rose sharply with near-identical user agents and no post-click conversions. Recommended action: restrict source and escalate to blacklist review.

Protection-list activity
  • 14:02Blacklisted185.220.101.34 (Tor exit)
  • 13:47Restrictedsrc_8871 · app-bundle.9932
  • 13:12Flaggedpub_44192 · news-hub.example
  • 12:58Releasedip 91.203.44.7 · risk decayed
Suspicious traffic sources
Fraud indicators
Detected anomalies
High-risk IPs
Source-quality trends
Risk assessments
AI-generated findings
Recommended actions
Protection-list activity
Historical analysis results
Key benefits

What teams get out of it

Reduce invalid & fraudulent traffic
Protect advertiser budgets
Improve overall traffic quality
Detect suspicious sources earlier
Reduce manual fraud investigations
Improve source-quality control
Strengthen campaign optimization data
Automate blacklist management
Centralize all fraud signals
Improve operational visibility
Continuous 24/7 monitoring
AI supplements deterministic rules Configurable enforcement Auditable decisions

Protect your DSP. Protect your advertisers.

See how AI Defender analyses your live traffic, surfaces fraud signals and enforces protection policies automatically inside your DSP.

Request a DemoView Pricing