Malware and phishing analysis for manufacturing and automotive.

Production does not wait for an investigation, and a file wrongly held back costs as much as one wrongly released. Accurate verdicts your automation can act on, behavioral depth when an alert becomes an investigation, and clear evidence for every block-or-release call.

100+ Automotive and industrial manufacturers worldwide trust VMRay to

Automate alert validation and triage

Accelerate analysis and incident response

Decide with confidence what to block and what to release

01 / CONTEXT

What makes manufacturing defense different

Manufacturing has been the most attacked sector for years running. Three conditions change what an analysis layer has to do.

DOWNTIME

Every hour of stopped production carries a direct cost

SUPPLY CHAIN

Files and links arrive constantly from thousands of partners

IT AND OT

A compromise on the IT side does not stay on the IT side

02 / CAPABILITIES

What VMRay provides manufacturing security teams

Three capabilities behind the three outcomes above.

01 / AUTOMATION

Verdicts your automation can act on

Automation is only as reliable as the analysis feeding it. EDR alert validation, triage, and enrichment are the tasks that consume a team’s day, and they only automate cleanly when the verdict underneath is right.

  • Definitive verdicts: malicious, suspicious, or benign
  • Automated validation and enrichment of EDR and email alerts
  • Scored IOCs structured for automated use
  • Native integrations and REST API into EDR, SIEM, SOAR, and TIP
02 / ANALYSIS AND RESPONSE

Clarity to accelerate analysis and response

Depth does not have to arrive as complexity. VMRay goes deep into the threat and returns a report that reads cleanly, which shortens investigations and lets junior analysts work on cases that would otherwise wait for a senior.

  • Noise-free reports that crystallize complex analysis
  • Full execution chain, including multi-step delivery that hides behind a benign first link
  • Interactive analysis to click through a lure the way a user would
  • Malware configuration extraction: C2 addresses, campaign detail
03 / CONFIDENCE

Evidence to block what is malicious and release what is not

A false positive that quarantines a file the plant needs is its own kind of outage. Behavioral evidence tells you what a sample actually does, so a block holds up and an exception is made on more than a hunch.

  • Observed behavior rather than reputation or appearance
  • Verdict transparency: the specific factors behind every decision
  • Granular data for threat hunting, detection engineering, and CTI
  • Evasive and unknown malware analyzed in an environment it cannot detect
FIG 1 / SIGNAL · VERDICT · DEPTH VERDICT BEHAVIORAL DETAIL
03 / THE FLOW

How analysis fits into the flow

Samples arrive from across the stack. Verdicts and indicators return to every system that needs them.

INPUTS Files & executables Emails & URLs Alerts EDR / SOAR VMRay Platform Accuracy & clarity SOC EDR ALERT ENRICHMENT MALWARE TRIAGE SOAR ALERT INVESTIGATION PHISHING TRIAGE USER-REPORTED PHISHING CTI THREAT INTELLIGENCE GENERATION THREAT HUNTING CERT INCIDENT RESPONSE MALWARE ANALYSIS
04 / CUSTOMER STORIES

How manufacturers are using VMRay

A featured story, and two teams in their own words.

FEATURED CUSTOMER STORY

How a global automotive manufacturer scaled its SOC with VMRay

A leading automotive manufacturer put VMRay at the center of an automated workflow, using deep behavioral analysis to validate alerts, extract high-fidelity IOCs, and give analysts a clear report they can act on without reconstructing context from fragmented tools.

Read the customer story
  • EDR and email alerts validated and enriched automatically
  • High-fidelity IOCs extracted from observed behavior
  • Clear, noise-free reports that speed investigation

VMRay significantly eased our cybersecurity tasks, automating time-intensive processes and enhancing efficiency, particularly in EDR alert validation.

Security team
Global automotive manufacturer
CUSTOMER QUOTE

A big piece of our project was choosing a malware analysis platform and integrating it with the new SOAR system. With VMRay, the results always come back quickly, in under a minute. I can look at the PDF report, IOCs, and screen shots of malware executing. Having this capability in our SOAR is pretty awesome.

Jim, Cyber Security Team Lead
An American automotive aftermarket manufacturer
CUSTOMER QUOTE

We have other tools in our kit that have sandboxing capabilities, but they’re just not as good. When we submit a file to VMRay we generally get faster results, and we have higher trust in those results.

Cybersecurity Architect
Global engineering conglomerate
05 / IN THE PRODUCT

What this looks like in the product

One analysis, six views. Move through the tabs to follow a single sample from verdict to extracted configuration.

Click any tab to move through the analysis
VMRay Platform Verdict
MALICIOUS
Classifications
Injector Downloader
Threat names
Mal/HTMLGen-A Mal/Generic-S Pikabot
Dynamic Analysis Report
Xjgkkltfdhdfhfjg.exe
Created last month
Windows Exe (x86-32)
Remarks (1 / 1)
Anti-Sleep Triggered (0x0200000E) โ€” the overall sleep time of all monitored processes was truncated from 43 s to 10 s to reveal dormant functionality.
VMRay Threat Identifiers 19 rules ยท 72 matches
ScoreCategoryOperationCount
5 / 5 Extracted Configuration Pikabot configuration was extracted 1
A configuration for Pikabot was extracted from artifacts of the dynamic analysis.
VMRay Platform Threat Identifiers
VMRay Threat Identifiers 19 rules ยท 72 matches Behaviour scored
ScoreCategoryOperationCount
1 / 5Discovery Enumerates running processes1
5 / 5Extracted Configuration Pikabot configuration was extracted1
A configuration for Pikabot was extracted from artifacts of the dynamic analysisC2 recovered T1027 ยท Obfuscated Files or Information
2 / 5Persistence Hides a known RMM tool1
1 / 5Defense Evasion Masquerades process name2
1 / 5Collection Reads clipboard contents1
0 / 5Execution Spawns child process3
VMRay Platform MITRE ATT&CK Matrix
MITRE ATT&CK MatrixWindows
Techniques observed during dynamic analysis, mapped to tactics.
Initial
Access
Execution
Persistence
Privilege
Escalation
Defense
Evasion
Credential
Access
Discovery
Lateral
Movement
Windows Management Instrumentation
Scheduled Task
Scheduled Task
Registry Run Keys / Startup Folder
Scheduled Task
Modify Registry
Disabling Security Tools
Hidden Window
Credentials in Files
System Information Discovery
Security Software Discovery
File and Directory Discovery
Remote File Copy
High severity Medium Low 13 techniques ยท 8 tactics
VMRay Platform Network Analysis
General
168.55 KBsent,18.16 MBreceived
6ports23817, 23759, 80, 53, 443
25contacted IP addresses
11files downloaded
1malicious host detected
DNS
22queries for22domains
7queries returned errors
HTTP / S
19URLs,13contacted servers
26sessions detected
Contacted infrastructure (25 IP addresses)
DEGermany9
USUnited States6
FIFinland3
CZCzechia2
HUHungary2
NLNetherlands2
SGSingapore1
31 Hosts
RequestsSeverity
185.215.113.44
๐Ÿ‡ฉ๐Ÿ‡ช:23759
65.108.69.168
๐Ÿ‡ซ๐Ÿ‡ฎ:16278
185.215.113.35
๐Ÿ‡ฉ๐Ÿ‡ช:80
msdl.microsoft.com
๐Ÿ‡บ๐Ÿ‡ธ:443
server5.trumops.com
๐Ÿ‡บ๐Ÿ‡ธ:443
212.192.241.62
๐Ÿ‡จ๐Ÿ‡ฟ:80
iplogger.org
๐Ÿ‡บ๐Ÿ‡ธ:443
91.219.236.207
๐Ÿ‡ญ๐Ÿ‡บ:80
TCP Sessions (11)
TLSSrc IPSrc PortDest IPDest Port
โœ•192.168.0.3349865185.215.113.4423759
โœ•192.168.0.3349452185.215.113.4423759
โœ•192.168.0.3349360185.215.113.4423759
โœ•192.168.0.3349758185.215.113.4423759
โœ•192.168.0.3349551185.215.113.4423759
โœ•192.168.0.3349649185.215.113.4423759
VMRay Platform Artifacts & IOCs
Filter 93 other artifacts
ALL TYPES70
FILE1
URL64
IP2
PROCESS3
Verdict
TypeValue
FileC:\Users\RDHJ0C~1\Desktop\5Dq6sWcmD.dll.ocx+2
IP104.168.155.143
IP167.172.248.70
URLhttps://197.242.150.244:8080
URLhttps://159.89.202.34
URLhttps://206.189.28.199:8080
URLhttps://45.235.8.30:8080
URLhttps://201.94.166.162
URLhttps://188.44.20.25
URLhttps://183.111.227.137:8080
Details
Related VTIs (1)
URLhttps://197.242.150.244:8080
Original URLshttps://197.242.150.244:8080
CategoriesExtracted
IP Addresses197.242.150.244
User-Agentsโ€”
VMRay Platform Malware Configuration
5 / 5Malware Configuration
A configuration for Pikabot was extracted from artifacts of the dynamic analysis.
Sample file
File name
5Dq6sWcmD.dll.ocx
File size
548.00 KB
MIME type
application/vnd.microsoft.
portable-executable
MD5
b232b0df5d369ef0f7597f215c32043a
SHA1
4a4b865f1243ea1983044337500448e38557af0
SHA256
19fcf233637e0ca65c4eef3b234d3c79ad
1604b524da1b1f292cf7e7dcaf13aa
ImpHash
089cd79cc1eaac3fa7d34f758db58a4a
Extracted C2 commands recovered from memory
std::string::assign(&v45, "shi", 3ui64);
*(_QWORD *)sub_1800149DC((__int64 *)v61, (__int64)&v45) = func_shi;
// โ€ฆ
std::string::assign(&v45, "dij", 3ui64);
*(_QWORD *)sub_180014ADC((__int64 *)v61, (__int64)&v45) = func_dij;
// โ€ฆ
std::string::assign(&v45, "dex", 3ui64);
*(_QWORD *)sub_180014BDC((__int64 *)v61, (__int64)&v45) = func_dex;
// โ€ฆ
std::string::assign(&v45, "sdl", 3ui64);
*(_QWORD *)sub_180014CDC((__int64 *)v61, (__int64)&v45) = func_sdl;
Extracted configuration Pikabot configuration was extracted Go to memory dump
06 / INTEGRATIONS

Integrations with your existing security stack

VMRay connects into the tools your team already runs. Verdicts and indicators move into EDR, SIEM, SOAR, and threat intelligence platforms through native connectors or the REST API, without manual handoff between consoles.

With VMRay, the results always come back quickly, in under a minute. I can look at the PDF report, IOCs, and screenshots of malware executing. Having this capability in our SOAR is pretty awesome.

Jim, Cyber Security Team Lead
American automotive aftermarket manufacturer
FIG 3 / INTEGRATION ARCHITECTURE VMRay integration architecture across EDR, SIEM, SOAR, and threat intelligence platforms
07 / RESOURCES

Additional resources

BLOG

VMRay cybersecurity blog

Read the blog
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See VMRay on a threat from your environment

Submit a sample and see the verdict, the behavior, and the indicators returned.