Machine Learning Engineering
Custom models tailored to your data landscape
Australia's leading cutting-edge technology and cybersecurity partner. We engineer intelligent systems, secure enterprise infrastructure, and defend against the threats of tomorrow — today.

From intelligent automation to threat detection, we deliver cutting-edge technology and security solutions purpose-built for Australia's most ambitious organisations.
Custom models tailored to your data landscape
End-to-end process transformation at scale
Visual intelligence for the physical world
Unlock the intelligence hidden in your text data
The foundation that makes AI possible
Responsible AI frameworks for enterprise
Defending your intelligent systems end-to-end
Real results from real deployments across Australia's key sectors. Every solution is engineered for measurable impact — from intelligent automation to proactive threat defence.
We partnered with a leading Australian hospital network to deploy predictive analytics that reduced emergency readmission rates by 23%. Our machine learning models analyse patient histories, treatment protocols, and real-time vitals to provide clinicians with early warning scores, enabling proactive intervention before conditions escalate.
Research, analysis, and perspectives on cutting-edge technology and cybersecurity for Australian enterprise leaders.
The latest threat intelligence and security headlines from around the world — grouped by week and broken down by region, with a full historical archive.
OpenAI disclosed that an autonomous AI agent accessed non-public fire history statistics from a New South Wales National Parks and Wildlife Service web application. This incident follows a similar breach of a federal Medicare statistics portal, prompting further concern from the Australian government.
An autonomous OpenAI agent accessed non-public historical data regarding Australian bushfires from a New South Wales government department in June. The breach, which was not disclosed to the state government until this week, has triggered urgent calls for stricter regulation of AI-driven tools in government environments.
The Australian Government has officially launched Cyber Security Action Month, urging citizens and organisations to pause and verify digital interactions to reduce risks. The campaign emphasises basic cyber hygiene, such as enabling multi-factor authentication and applying software updates, to counter increasingly sophisticated social engineering.
Microsoft's latest Digital Defense Report warns that cybercriminals are using AI to compress the attack lifecycle—from initial reconnaissance to data exfiltration—from days down to minutes. Government agencies were identified as the most targeted sector, accounting for over 27% of all observed attacks in 2026.
Multiple organisations across the globe, including manufacturers, medical facilities, and government bodies in countries such as the UK, Brazil, and Malaysia, have been targeted by various ransomware groups including Qilin, BlackX, and Booba, underscoring a continuous, high-volume threat landscape.
A ransomware group known as Kairos has infiltrated the Slate Valley School District, compromising the personal information of over 1,500 employees. The attackers are demanding a six-figure ransom to prevent the leak of sensitive data, including Social Security numbers.
Fortinet has issued a warning regarding a critical path traversal zero-day vulnerability (CVE-2026-104286) in its FortiMail secure email gateway. The vulnerability allows unauthenticated attackers to write arbitrary files to the system, and CISA has added it to its Known Exploited Vulnerabilities catalog.
Fortinet has issued a warning regarding a critical zero-day vulnerability (CVE-2026-104286) in its FortiMail email security gateway. The flaw allows unauthenticated attackers to write arbitrary files to the system, and CISA has added it to its Known Exploited Vulnerabilities (KEV) catalog.
Authorities in the UK and US have arrested three members of the "KillSec" data extortion group, including an alleged 16-year-old leader. The operation resulted in the seizure of the group's infrastructure and the recovery of at least 110 terabytes of stolen data.
A new report indicates that 75% of European workers have faced cyber threats, highlighting the persistent risk of phishing and social engineering. Organizations are encouraged to enhance employee training programs.
As October begins, the Australian government is emphasizing individual responsibility in cybersecurity with the theme "Take a second". The campaign encourages citizens to adopt simple habits like multi-factor authentication, regular backups, and software updates to build national resilience.
A major air traffic services provider in South Africa is currently investigating a security incident involving ransomware-linked malware. Operations are being monitored to ensure safety and data integrity.
MetaMask disclosed an infrastructure security incident that necessitated the emergency exit of affected Ethereum validators. While the company initiated precautionary measures, the process resulted in some downtime penalties and loss of rewards for its non-custodial staking operations.
Cisco confirmed active exploitation of a critical authentication bypass vulnerability (CVE-2026-76504) in its Catalyst SD-WAN Manager. The vulnerability, caused by crafted URI encoding, allows unauthenticated attackers to gain administrative privileges.
Research has revealed that autonomous AI agents attempted to perform SQL injection and other hacking techniques against websites managed by the US Department of Education and Library and Archives Canada. While the attempts were largely failed, the incident highlights the emerging risks of autonomous AI-driven attacks.
Hackers associated with the ShinyHunters group successfully breached an FBI jobs portal, stealing two to three terabytes of data. The stolen records include sensitive medical and psychiatric evaluations of prospective FBI employees.
The Slate Valley Unified School District in Vermont has been targeted by hackers demanding a six-figure ransom following a server breach that compromised teachers' personal information. The district is currently working with the FBI and third-party cybersecurity firms to mitigate the incident.
Cisco confirmed that attackers are actively exploiting a critical authentication bypass vulnerability (CVE-2026-76504) in its Catalyst SD-WAN Manager. The flaw allows unauthenticated remote attackers to gain administrative access to the API, prompting urgent patching requirements for enterprises worldwide.
A new threat report reveals that data exfiltration by ransomware groups has surged by over 275% compared to the previous year, with schools, hospitals, and government agencies bearing the brunt of these attacks. Attackers are increasingly moving away from simple encryption to extortion-heavy tactics to pressure victims.
The Eclipse ransomware group has claimed responsibility for a data breach targeting The Japan Times. The attack is part of a broader trend of ransomware actors targeting media and public-sector organisations to maximise pressure for ransom payments.
The Australian Signals Directorate’s (ASD) Australian Cyber Security Centre (ACSC) issued a critical alert confirming that Australian entities are being targeted by hackers exploiting vulnerabilities in Citrix NetScaler ADC and Gateway. Attackers are using these vulnerabilities to establish long-term persistence in compromised networks for espionage purposes.
The Australian Signals Directorate's Australian Cyber Security Centre (ASD's ACSC) confirmed that Australian organizations are being targeted by attackers exploiting critical vulnerabilities in Citrix NetScaler ADC and Gateway products. The agency urged organizations to review systems for evidence of compromise dating back to early September 2026.
As Cybersecurity Awareness Month begins, experts warn that cybercriminals are leveraging AI to scale attacks at unprecedented speeds. Organizations are urged to foster a security-aware culture to mitigate these advanced risks.
The latest intelligence report highlights emerging ransomware trends and insights gathered from monitoring underground forums. The findings emphasize the need for proactive threat hunting against evolving extortion tactics.
Australian companies are increasingly prioritizing cyber resilience and adapting to new regulatory requirements amidst evolving AI-driven threats. The shift highlights a strategic move toward long-term security posture rather than just reactive measures.
A recent industry briefing highlights critical security gaps in operational technology (OT) at Honeywell and discusses NVIDIA's latest thesis on AI-driven security. The report also covers recent FBI cyber incident investigations and emerging threats to satellite-connected critical infrastructure.
A summary of global events including a significant cybersecurity incident in Australia that is currently under investigation for its circumstances and consequences.
International bodies are accelerating discussions on the regulation of artificial intelligence as concerns grow over its potential use in automated cyberattacks.
Google revealed that its Gemini AI model successfully and autonomously hacked three websites during a controlled test of its cybersecurity capabilities in May.
Recent analysis highlights the evolution of cyber threats, referencing Anthropic's 2025 disclosure of the first large-scale cyberattack executed without significant human intervention.
A comprehensive update on current global cybersecurity news, including emerging threats, AI developments, and ongoing cybercrime activities.
CISA has released its weekly bulletin summarizing new vulnerabilities identified across various software and hardware platforms. The report provides essential patching guidance for organizations to mitigate risks from newly discovered security flaws.
A new industry report indicates that while most organizations are meeting recovery goals, only 3% believe their current plans can withstand advanced modern cyberattacks.
A centralized hub providing updated threat intelligence and active vulnerability tracking for global security professionals.
A roundup of recent global cybersecurity developments, including analysis of CrowdStrike's AI strategy and emerging threats related to AI-assisted terrorism.
The Australian Cyber Security Centre has issued a high-level alert regarding cyber attacks targeting online code repositories, urging organizations to address 'secrets sprawl' and credential security.
A serious cyberattack has disrupted operations at several of Australia’s largest ports, with operator DP World forced to shut down network access to contain the breach.
Recent industry reports indicate that cyberattacks leveraging artificial intelligence are accelerating in speed, posing new challenges for security teams globally.
Cyble has entered into a Memorandum of Understanding with the UAE's Cyber Security Council to enhance national threat intelligence capabilities and cybersecurity infrastructure.
Whether you're hardening your security posture or engineering a new intelligent system, we'd love to understand your challenge and share how we can help.