18 Oct 2026Sun,

Rapid Healthcares
Vaccines

Singapore's Innovative Scam Vaccine Aims to Protect Residents

A new program in Singapore trains residents to recognize scams using AI simulations.

Introducing the Scam Vaccine Initiative

In a bid to enhance community safety, Singapore has launched an innovative initiative encouraging residents to get ‘vaccinated’ against scams. This unique approach, known as the Scam Vaccine, is spearheaded by GovTech’s Open Government Products (OGP) unit.

How It Works

The Scam Vaccine leverages advanced artificial intelligence to create realistic simulations of scam scenarios. Participants who sign up will experience unscripted scam tactics communicated via phone calls and WhatsApp messages within a controlled environment. Just like a fire drill, participants won't receive any prior warnings, allowing them to engage fully with the experience.

Tay Paul Hong, OGP’s lead product manager, explained that the aim is to bridge the gap between the emergence of new scams and public awareness. By familiarizing individuals with typical scam tactics, the initiative hopes to increase resistance against actual scams.

Development and Participation

The idea for the Scam Vaccine originated during the agency's annual Hack for Public Good hackathon back in January. Encouraged to test the concept, the team set out to examine if a preparatory experience could better equip residents against real-life scams.

Since the sign-ups commenced on September 20, more than 700 residents have expressed interest in participating. Those keen on joining are required to provide their name, mobile number, and age group.

Scam Types Targeted

The Scam Vaccine focuses on the most common types of scams reported in Singapore, including government official impersonation, love scams, e-commerce scams, and investment scams. The OGP collaborates with the police and crime prevention councils to continually update their understanding of new scam variants based on public reports submitted through tools like ScamShield.

This application works discreetly to block calls from numbers that have been tagged as suspicious in the official ScamShield database, offering residents an additional layer of protection.

A Safe Learning Environment

The AI-powered simulations accurately mimic the nuances of actual scams, employing realistic channels and conversational tactics to create a convincing experience. Tay emphasized that the AI can dynamically adapt its responses based on the participant's interactions while remaining within the framework of the specific scam scenario.

Safety protocols are in place to ensure that participants face no financial loss, do not download malicious software, and keep their personal data secure. The system monitors participant stress levels, terminating the simulation if a high level of distress is detected.

The OGP noted that they only deploy simulations when they identify a scam pattern worthy of training, resulting in variances in activity levels over time.

Feedback and Improvement

After each simulation, participants receive a personalized debrief that highlights the red flags they detected and areas needing attention for future encounters with scammers. This feedback aims to reinforce learned skills and enhance real-world preparedness.

Residents with questions or concerns can reach out to OGP through the dedicated email [email protected].

Concerns and Considerations

Some community members have raised concerns about potential confusion among older relatives. Marketing director Louis Sim, who frequently receives scam messages, has shown interest in participating. While he acknowledges the initiative's value, he worries that it could foster a false sense of security. “Someone might be skilled at spotting familiar scams but may still fall for a new tactic,

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