Jessica Smith | February 17, 2026

How to Spot a Scam Email in the Age of AI

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Phishing is still the most common way cybercriminals gain access to business accounts, financial systems, and sensitive data. What's changed is how convincing the attacks have become.

AI-generated phishing emails no longer rely on broken grammar and generic templates. Current attacks use natural language models to produce polished, context-aware messages that reference real colleagues, mimic internal communication styles, and arrive with legitimate-looking sender domains. In Canada specifically, phishing campaigns frequently impersonate the Canada Revenue Agency (CRA), major banks, shipping companies, and professional networking platforms — and they're increasingly difficult to distinguish from genuine correspondence.

This guide covers how modern phishing works, what to look for, how to protect yourself and your organization, and what to do if an attack gets through.

How Phishing Works in 2026

Phishing is a form of social engineering. The attacker sends a message — usually an email, but increasingly also a text message, Teams or Slack message, or even a phone call — designed to trick you into clicking a malicious link, opening an infected attachment, entering your credentials on a fake login page, or approving a fraudulent request.

The goal is almost always one of three things: steal your login credentials, install malware on your device, or trick you into authorizing a payment or sharing sensitive information.

What's Changed

AI-generated content. Phishing emails generated by AI are grammatically correct, tonally appropriate, and personalized. They can reference your actual job title, your company's name, recent projects, or even internal terminology scraped from LinkedIn and other public sources.

Hyper-targeted spear phishing. Rather than blasting generic messages to thousands of addresses, attackers increasingly research individual targets and craft messages specific to them. A finance manager might receive what appears to be a routine invoice from an actual vendor. A new employee might get a convincing onboarding email from someone impersonating HR.

Multi-channel attacks. Phishing no longer stays in your inbox. An attacker might send an email, then follow up with a phone call or text message to add urgency and credibility. Voice cloning technology means the follow-up call can even sound like someone you know.

Business email compromise (BEC). In BEC attacks, criminals gain access to a real email account — often through phishing — and then use it to send fraudulent requests to colleagues, clients, or vendors. Because the messages come from a legitimate account, they bypass many technical filters.

Common Phishing Scenarios in Canada

Understanding what attacks look like in practice helps you recognize them. These are among the most frequently reported phishing patterns targeting Canadian professionals.

CRA impersonation. Emails or texts claiming you owe taxes, are owed a refund, or need to verify your identity with the CRA. These often include links to convincing replica login pages. The real CRA will never email you a link to sign in or request personal information by email or text.

Bank and financial institution spoofing. Messages appearing to come from major Canadian banks — TD, RBC, Scotiabank, BMO — warning of suspicious activity and asking you to verify your account. Legitimate banks will never ask you to confirm credentials through an emailed link.

Shipping and delivery notifications. Fake Canada Post, FedEx, or UPS notifications claiming a package is being held and requesting payment or personal information to release it.

Microsoft 365 and Google Workspace credential harvesting. Emails prompting you to sign in to view a shared document, reset your password, or resolve an account issue. These lead to fake login pages that capture your credentials.

Internal impersonation. Messages that appear to come from your CEO, HR department, or IT team, requesting urgent action — a wire transfer, a password reset, or a data export. These are particularly effective in organizations without strong verification protocols.

How to Identify a Phishing Email

No single indicator is definitive — well-crafted phishing can pass most quick checks. But combining several verification steps significantly reduces your risk.

Check the Sender Address Carefully

The display name in an email can say anything. Look at the actual email address behind it. Phishing emails often use domains that look similar to legitimate ones but differ by a character — an extra letter, a hyphen, or a different top-level domain (e.g., .net instead of .ca). Hover over the sender name to reveal the full address.

Examine Links Before Clicking

Hover over any link in the email without clicking it. The URL that appears should match the organization the email claims to be from. Watch for misspelled domains, unfamiliar subdomains, and URLs shortened with services like bit.ly that obscure the actual destination.

Evaluate the Request

Ask whether this request is normal. Does your CEO typically email you directly asking for a wire transfer? Does your bank usually send links to verify your identity? Would IT ask you to share your password by email? If the request deviates from standard procedures, treat it as suspicious regardless of how legitimate the email looks.

Look for Urgency and Pressure

Phishing messages almost always create a sense of urgency — act now, your account will be locked, this payment is overdue, respond within 24 hours. Legitimate organizations rarely pressure you into immediate action by email.

Verify Through a Separate Channel

If you're unsure, don't reply to the email or call a number provided in the message. Instead, contact the person or organization directly using a phone number or email address you already have on file. This single habit prevents the vast majority of successful phishing attacks.

Technical Protections

Multi-Factor Authentication (MFA)

MFA is the single most effective technical defence against phishing. Even if an attacker captures your password through a fake login page, MFA requires a second verification step — typically a code from an authenticator app or a hardware security key — that the attacker doesn't have.

Enable MFA on every account that supports it, starting with your email, cloud storage, financial accounts, and any business platforms. Hardware security keys (like YubiKey) are more resistant to phishing than SMS-based codes, which can be intercepted.

Email Filtering and Authentication

Business email platforms like Microsoft 365 and Google Workspace include built-in phishing detection that filters many malicious messages before they reach your inbox. Ensure these features are enabled and configured correctly.

On the domain side, your organization should implement three email authentication protocols: SPF (Sender Policy Framework), DKIM (DomainKeys Identified Mail), and DMARC (Domain-based Message Authentication, Reporting, and Conformance). Together, these prevent attackers from spoofing your organization's email domain and make it harder for phishing emails impersonating your company to reach external recipients.

Endpoint Protection

Modern endpoint security — built into business-grade laptops and supplemented by security software — provides an additional layer of defence. Features like HP Wolf Security on HP business laptops isolate potentially malicious email attachments and web links in micro-virtual machines, so even if you do click something suspicious, the threat is contained before it can reach your system.

Keeping your operating system, browser, and email client updated ensures that known vulnerabilities are patched. Automatic updates should be enabled wherever possible.

Password Management

Use a password manager to generate and store unique, complex passwords for every account. Password managers autofill credentials only on legitimate sites, which means they won't enter your password on a phishing page that mimics a real login screen — even if you can't tell the difference visually.

Workplace Policies and Training

Technical tools are necessary but not sufficient. The majority of successful phishing attacks exploit human judgment, not technical vulnerabilities. Organizational culture and training matter just as much.

Security Awareness Training

Regular training should go beyond basic awareness slides. Effective programmes include simulated phishing exercises where employees receive realistic fake phishing emails and learn from the experience if they click. Training should be ongoing — quarterly at minimum — and updated to reflect current attack methods, including AI-generated content and multi-channel phishing.

Clear Verification Procedures

Establish written procedures for verifying any request involving financial transactions, credential changes, or sensitive data. Employees should know that pausing to verify is always acceptable, even when a request appears to come from a senior executive. Organizations that penalize employees for delays caused by verification are effectively training their teams to skip the one step that prevents fraud.

Incident Reporting Culture

Make it easy and consequence-free for employees to report suspicious emails. Many phishing campaigns target multiple people in an organization simultaneously — one person reporting a suspicious email can protect everyone else. If employees fear blame for clicking a link, they're less likely to report incidents quickly, which gives attackers more time to cause damage.

What to Do If You've Been Phished

If you suspect you've clicked a malicious link, entered credentials on a fake page, or opened a suspicious attachment, act quickly.

Immediately change your password for the affected account and any other accounts where you used the same password.

Enable MFA if it wasn't already active on the compromised account.

Disconnect from the network if you suspect malware has been installed, and contact your IT team.

Report the incident to your organization's IT security team. Provide the original email and any details about what you clicked or entered.

Report externally. In Canada, report phishing to the Canadian Anti-Fraud Centre at 1-888-495-8501 or online at antifraudcentre-centreantifraude.ca. You can also report phishing emails to the Canadian Centre for Cyber Security at cyber.gc.ca. If the phishing involved impersonation of a financial institution, contact the bank directly as well.

Monitor your accounts for unusual activity in the days and weeks following the incident.

Recovery for Organizations

If a phishing attack compromises business systems or accounts, the response should follow a structured process. Isolate affected systems to prevent further spread. Document the incident thoroughly, including the original phishing message, what was accessed, and the timeline. Reset all compromised credentials and revoke any active sessions. Review security logs to determine the scope of the breach. Notify affected parties — clients, vendors, or partners — if their data may have been exposed. And conduct a post-incident review to identify what failed and what needs to change.

Canadian businesses with obligations under PIPEDA may be required to report breaches involving personal information to the Office of the Privacy Commissioner and to notify affected individuals.

Frequently Asked Questions

What is phishing?

Phishing is a type of cyberattack where criminals send fraudulent messages — usually emails — designed to trick you into revealing sensitive information, clicking malicious links, or authorizing fraudulent transactions. The messages typically impersonate trusted organizations or individuals to appear legitimate.

How do I know if an email is a phishing attempt?

Look for mismatched sender addresses (the display name may look correct but the actual email address is wrong), links that don't match the claimed sender's domain, unexpected requests for credentials or financial action, urgent or threatening language, and anything that deviates from normal business communication patterns. When in doubt, verify through a separate channel.

What is the most effective defence against phishing?

Multi-factor authentication (MFA) is the most effective technical defence, because it prevents attackers from accessing your account even if they obtain your password. Combined with the habit of verifying unexpected requests through a separate channel, MFA stops the vast majority of phishing attacks.

Does the CRA send emails with links?

The CRA may send email notifications, but it will never send an email asking you to click a link to sign in, provide personal information, or make a payment. If you receive an email claiming to be from the CRA that includes a login link or requests personal details, it is a phishing attempt. Access your CRA account directly through canada.ca.

What should I do if I clicked a phishing link?

Change the password for the affected account immediately. Enable MFA if it isn't already active. Contact your IT team if the compromised account is a work account. Report the incident to the Canadian Anti-Fraud Centre. Monitor your accounts for unusual activity.

How often should employees receive phishing training?

Security awareness training should be conducted at least quarterly, with simulated phishing exercises included. Training should be updated regularly to reflect current tactics, including AI-generated phishing and multi-channel attacks. One-time annual training is not sufficient given the pace at which attack methods evolve.

Are business laptops more secure against phishing than consumer laptops?

Business-grade laptops typically include additional security features — such as HP Wolf Security, hardware-based encryption, and enterprise management tools — that provide extra layers of protection. However, phishing primarily targets human judgment, not device vulnerabilities. A secure laptop complements good security habits and organizational protocols, but it doesn't replace them.

 

For more tips and tools to stay ahead of cybercriminals, explore HP Wolf Security solutions.

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