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CI/CD-Based Deployment

Cybersecurity statistics about ci/cd-based deployment

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27% of security and IT leaders report undetermined baseline behavior enables anomalous actions to go undetected, delaying critical alerts.

ExtraHop6/28/2026
Anomaly DetectionBehavioral Analytics

Average ransom payment dropped to $2.8 million, down from $3.6 million in 2025.

ExtraHop6/28/2026
RansomwareFinancial Impact

83% of ransomware victims paid a ransom, up from 70% previously.

ExtraHop6/28/2026
RansomwareRansom Payment

Downtime per incident averaged almost 30 hours.

ExtraHop6/28/2026
Operational ImpactDowntime

85% of security and IT leaders identify security incidents, data exposures, or near misses where the root cause is an AI system.

ExtraHop6/28/2026
AI SecurityData Exposure

35% of security and IT leaders identify shadow AI exposure as security incidents tied to AI systems.

ExtraHop6/28/2026
Shadow AIData Exposure

31% of security and IT leaders identify agentic/API logic failures as security incidents tied to AI systems.

ExtraHop6/28/2026
API SecurityAI Failure

38% of security and IT leaders report attacker activity mirrors legitimate, authorized workflows and processes, delaying critical alerts.

ExtraHop6/28/2026
Insider ThreatDetection

The end-to-end window from private disclosure to enterprise patch-in-production can stretch 90 to 150 days.

Tuskira6/28/2026
Patch ManagementEnterprise Security

A single ImageMagick CVE can propagate to 18+ NuGet variants via Magick.NET.

Tuskira6/28/2026

85% of developers and technology buyers agree the next phase of AI in software will focus less on generating code and more on governing it.

GitLab6/28/2026
AI GovernanceAI Coding

60% of organizations say AI coding ROI has exceeded expectations.

GitLab6/28/2026

73% of developers and technology buyers are concerned about the maintainability of AI-generated code in their organization's codebase.

GitLab6/28/2026

40% of IT decision-makers report security vulnerabilities appearing faster, 40% report governance getting harder, 37% report higher change volume, 35% report increased pipeline strain, and 35% report growing infrastructure drift.

Spacelift6/28/2026
SecurityInfrastructure Drift

Only 3% of identified servers running Dropbear – common in embedded devices – support PQC

Forescout6/28/2026
PQCSSH Servers

50% of IT devices in enterprise networks use OpenSSH versions that support PQC

Forescout6/28/2026
PQCOpenSSH

In enterprise networks, IT devices most commonly support PQC on TLS (8%), while specialized devices are again left behind (5.6% for IoT and IoMT, 0.8% for OT)

Forescout6/28/2026
PQCTLS

Ransomware attacks rose 55.1% year-over-year in the first four months of 2026 and reached an average of 171 incidents per month.

Black Kite6/28/2026
RansomwareIncident Rates

The Qilin ransomware group was linked to ransomware incidents in 26 of the 31 countries analysed.

Black Kite6/28/2026
RansomwareThreat Actors

More than half of SafePay's ransomware activity in Europe targeted German organisations.

Black Kite6/28/2026
RansomwareGermany