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. [...]
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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. [...]
Three threat activity clusters aligned with China have targeted a government organization in Southeast Asia as part of what has been described as a "complex and well-resourced operation." The campaigns have led to the deployment of various malware families, including HIUPAN (aka USBFect, MISTCLOAK, or U2DiskWatch), PUBLOAD, EggStremeFuel (aka RawCookie), EggStremeLoader (aka Gorem RAT), MASOL
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A lot of the information seen on DShield honeypots [1] is repeated bot traffic, especially when looking at the Cowrie [2] telnet and SSH sessions. However, how long a session lasts, how many commands are run per session and what the last commands run before a session disconnects can vary. Some of this information could help indicate whether a session is automated and if a honeypot was fingerprinted. This information can also be used to find more interesting honeypot sessions. To get an idea of what that variety looks like, I reviewed about 3 years of data from 6 honeypots. Some of the honeypots have been running for different periods of time, but it should give a good overview of different attacks seen on telnet/SSH honeypots. Since I already made a python script [3] that summarizes some of this data for me, it made the process a bit easier. Before going into the details, some of the basic information: Data Timeframe: 4/13/2022 - 3/21/2026 Number of Sessions: 1,206,566 Min Max Median Mean Range (Max-Min) Number of Commands Per Session 0 27742 17.49 20.0 27742 Duration of Sessions (Seconds) 0.041 1563.38 17.42 22.80 1563.38 Figure 1: Basic statistics for Cowrie session durations and number of commands run per session. In most sessions, we see about 20 commands and a session lasts for about 20 seconds. Number of Commands Per Session When a Cowrie session is allowed through, the client connection has the option of running commands. They client may decide to disconnect, run an automated script or run commands manually. Most of the time, there are usually under 30 commands run per session, but there are some sessions that have had over 25,000 commands run in a single session. Figure 2: There are many telnet/SSH sessions interacting with DShield honeypots that run over 25,000 commands in a single session, but most are much lower. Figure 3: Looking at most frequenty occuring number of commands run per telnet/SSH session, the majority are under 50 commads with the most frequent being 22 commands in a session. Commands in session Sessions found Percentage Running total 22 461,561 38.26% 38.26% 20 348,708 28.91% 67.17% 1 104,217 8.64% 75.81% 3 58,850 4.88% 80.69% 9 39,111 3.24% 83.93% 13 28,274 2.34% 86.27% 46 27,595 2.29% 88.56% 5 25,302 2.10% 90.66% 18 20,174 1.67% 92.33% 10 19,188 1.59% 93.92% Figure 4: The top 10 most commonly seen number of commands run in a session accounts for about 94% of the telnet/SSH sessions. Are the sessions with 22 commands similar? To help commands for differnet sessions the commands per session were concatenated and then hashed to arrive at a value that could be compared across sessions. This value would be the same if the same commands were run in the same order. This seemed like a great idea until I found a very small number of similar hashes when looking at sessions with 22 commands. Rather than seeing tens or hundreds of thousands of similar hashes, there were only 4. Looking more closely at the data demonstrated what w
A vulnerability in the Smart Slider 3 WordPress plugin, active on more than 800,000 websites, can be exploited to allow subscriber-level users access to arbitrary files on the server. [...]
A recently disclosed critical security flaw impacting Citrix NetScaler ADC and NetScaler Gateway is witnessing active reconnaissance activity, according to Defused Cyber and watchTowr. The vulnerability, CVE-2026-3055 (CVSS score: 9.3), refers to a case of insufficient input validation leading to memory overread, which an attacker could exploit to leak potentially sensitive information. Per
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) on Friday added a critical security flaw impacting F5 BIG-IP Access Policy Manager (APM) to its Known Exploited Vulnerabilities (KEV) catalog, citing evidence of active exploitation. The vulnerability in question is CVE-2025-53521 (CVSS v4 score: 9.3), which could allow a threat actor to achieve remote code execution. "When a
Better NTLM Relaying Functionality This week’s release brings an improvement to the SMB NTLM relay server. In the past, it’s support has been expanded with modules for relaying to HTTP (ESC8), MSSQL and LDAP while still receiving connections over the humble SMB service. Prior to this release, clients required a key behavior in how they handled SMB’s STATUS_NETWORK_SESSION_EXPIRED error code, in order to relay a single authentication attempt to multiple targets. Most clients other than Window’s “net use” do not handle these errors and were thus incompatible with Metasploit SMB NTLM relaying capabilities. Now, when a single target is specified, Metasploit alters its relaying strategy to forward the Net-NTLM messages immediately, making it compatible with a broader range of clients including Linux’s smbclient. In addition, the client in RubySMB was updated to mimic the behaviour of “net use” allowing authentication attempts from RubySMB to be relayed to multiple targets successfully. New module content (3) ESC/POS Printer Command Injector Author: FutileSkills Type: Auxiliary Pull request: #20478 contributed by futileskills Path: admin/printer/escpos_tcp_command_injector Description: Adds a new auxiliary module that exploits CVE-2026-23767, an unauthenticated ESC/POS command vulnerability in networked Epson-compatible printers. The vulnerability allows an attacker to send crafted commands over the network to inject custom ESC/POS print commands, which are used in various receipt printers. Eclipse Che machine-exec Unauthenticated RCE Authors: Greg Durys [email protected] and Richard Leach Type: Exploit Pull request: #20835 contributed by GregDurys Path: linux/http/eclipse_che_machine_exec_rce AttackerKB reference: CVE-2025-12548 Description: This adds a module for CVE-2025-12548, an unauthenticated RCE in the Eclipse Che machine-exec service. The vulnerability allows attackers to connect over WebSocket on port 3333 and execute commands via JSON-RPC without authentication. This affects Red Hat OpenShift DevSpaces environments. Barracuda ESG TAR Filename Command Injection Authors: Curt Hyvarinen, Mandiant, and cfielding-r7 Type: Exploit Pull request: #21033 contributed by Alpenlol Path: linux/smtp/barracuda_esg_tarfile_rce AttackerKB reference: CVE-2023-2868 Description: Adds exploit module for CVE-2023-2868, a command injection vulnerability in Barracuda Email Security Gateway (ESG) appliances. Filenames in TAR attachments are passed to shell commands without sanitization, allowing RCE via backtick injection. Enhancements and features (1) #21049 from h00die - This updates post modules to use an API that will expand multiple environment variables when set within the WritableDir option. Bugs fixed (5) #20967 from jheysel-r7 - This fix an issue that prevents successful authentication relay from Ruby SMB Client and smbclient. These clients are now compatible with Msf::Exploit::Remote::SMB::RelayServer. #21148 from adfoster-r7 - Fixes a bug where
Apple is now sending Lock Screen notifications to iPhones and iPads running older versions of iOS and iPadOS to alert users of web-based attacks and urge them to install the update. The development was first reported by MacRumors. "Apple is aware of attacks targeting out-of-date iOS software, including the version on your iPhone. Install this critical update to protect your iPhone," the
For years, cybersecurity professionals have relied on a familiar metric to dictate their day-to-day priorities: the Common Vulnerability Scoring System (CVSS). In today’s hyper-connected, sprawling IT environments, utilizing a static severity score as the ultimate arbiter of risk creates opportunities for threat actors. While defenders chase down theoretical, high-scoring alerts, adversaries are quietly targeting the truly exploitable, business-critical exposures that slip through the cracks. In a recent report, Gartner® highlighted a projection: "By 2028, organizations that prioritize exposures using threat intelligence, asset context, exploitability modeling and security control validation will reduce breach likelihood by at least 70% compared to peers relying primarily on CVSS-based vulnerability prioritization." [1] This affirms what many seasoned practitioners have suspected for years: there’s an abundance of vulnerability findings, but a lack of actionable context. Static scores. Reactive security. Most vulnerability management programs evolved during a time when the attack surface was relatively static, adversary tooling was rudimentary, and remediation capacity generally exceeded the volume of new disclosures. Today, enterprises are confronted with vulnerabilities scattered across complex cloud architectures, SaaS applications, and intricate supply chains. In this modern threat landscape, CVSS alone is insufficient because it measures theoretical severity, does not factor in whether an attacker is actually using the vulnerability in the wild, or consider the business value of any affected assets. According to Gartner®, fewer than 10% of vulnerabilities are exploited, yet most are treated as urgent [1]. This all leads to prioritization paralysis, where security teams spend countless hours patching vulnerabilities that pose low material risk to the business. The legacy approach rewards what is auditable rather than what is genuinely impactful. The path toward smarter prioritization To break free from endless patching and ineffective risk reduction practices, security professionals are shifting toward a context-driven model. As Gartner notes, strong exposure prioritization requires integrating four critical elements: threat intelligence, asset context, data science, and security control validation. Organizations are approaching these elements in a few practical ways: Threat intelligence to establish relevance Instead of just asking how severe a vulnerability is, modern exposure management asks whether an exposure is relevant to a threat actor who is capable of exploiting it right now. By embedding threat intelligence into each vulnerability finding, teams shift the focus from theoretical to risk active exploitation. It introduces the adversary's perspective by identifying known exploited vulnerabilities, public or private exploit availability, and targeted campaigns. By filtering out exposures with no evidence of attacker interest, organizat
Agentic GRC automates workflows, forcing teams to rethink their role beyond operations. Anecdotes explains why the biggest challenge is shifting from execution to risk leadership. [...]
Cybersecurity researchers have disclosed details of a now-patched bug impacting Open VSX's pre-publish scanning pipeline to cause the tool to allow a malicious Microsoft Visual Studio Code (VS Code) extension to pass the vetting process and go live in the registry. "The pipeline had a single boolean return value that meant both 'no scanners are configured' and 'all scanners failed to run,'" Koi
Threat actors are using adversary-in-the-middle (AitM) phishing pages to seize control of TikTok for Business accounts in a new campaign, according to a report from Push Security. Business accounts associated with social media platforms are a lucrative target, as they can be weaponized by bad actors for malvertising and distributing malware. "TikTok has been historically abused to distribute
p CISA has added one new vulnerability to its a href="https://www.cisa.gov/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-2025-53521" target="_blank" CVE-2025-53521 /a F5 BIG-IP Remote Code Execution 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="https://www.cisa.gov/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="https://www.cisa.gov/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