AI-Powered Phishing Attacks in 2024: How Indian Enterprises Can Fight Back

• 08 September, 2026
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Phishing has always been the attacker’s favourite opening move — cheap to launch, devastatingly effective, and endlessly adaptable. But in 2024, something changed. Threat actors across the globe — including groups targeting Indian enterprises, BFSI institutions, and government supply chains — began weaponising large-language models (LLMs) to craft phishing lures that are grammatically perfect, contextually aware, and virtually indistinguishable from legitimate internal communications. The era of the poorly-spelled “Nigerian prince” email is over. What has replaced it is far more dangerous.

This post looks at the mechanics of AI-assisted phishing, the India-specific threat landscape, and the layered defences Indian IT and security teams need to deploy — right now — to protect their organisations.

What Makes AI-Powered Phishing Different?

Traditional phishing relied on volume: spray millions of generic messages and hope a small percentage of recipients click. AI-assisted phishing flips that model. Attackers use publicly available information — LinkedIn profiles, company press releases, social media, leaked email datasets, and even previous breach data — to craft hyper-personalised spear-phishing messages at scale.

Key Characteristics of AI-Generated Phishing Lures

• Perfect language and tone: LLMs eliminate the grammar errors and awkward phrasing that legacy email security filters are trained to catch. Messages now match the house style of impersonated brands or internal departments.
• Contextual relevance: Attackers reference real projects, vendor names, recent news events, or regulatory deadlines (such as DPDP Act compliance timelines) to make the message feel urgent and credible.
• Multi-stage attack chains: The initial email may not carry a malicious link. Instead, it builds a conversational thread over days before a payload is introduced — evading detection tools that score individual messages in isolation.
• Voice and video deepfakes: In high-value Business Email Compromise (BEC) scenarios, AI voice cloning has been used to supplement phishing emails with fraudulent phone calls impersonating CFOs or senior leadership.

Security researchers have documented campaigns where the average time from initial phishing email to credential harvest dropped significantly when AI-generated lures were used. At that speed, traditional investigation and triage workflows simply cannot keep up.

The India-Specific Threat Landscape

India’s position as a global IT services hub makes it a high-value target. Indian enterprises have large, distributed workforces — many operating across hybrid or remote setups — and complex third-party vendor relationships. Each of these is a phishing vector.

Threat Patterns Observed in the Indian Market

• Impersonation of Indian regulatory bodies: CERT-In, SEBI, the Ministry of Finance, and the Income Tax Department have all been impersonated in phishing campaigns targeting CFOs and finance teams. These emails carry false audit notices or penalty warnings requiring “immediate action.”
• Supply-chain phishing: Smaller vendors and IT subcontractors with weaker email security postures are compromised first, and their accounts are used to send malicious emails to large enterprise clients — passing SPF/DKIM checks because the sending domain is legitimate.
• BFSI and fintech targeting: With UPI transaction volumes at record highs and digital lending expanding rapidly, BFSI employees receive phishing lures referencing RBI circulars, loan origination system “alerts,” or KYC deadline warnings.
• HR and payroll fraud: Employees receive AI-crafted emails appearing to come from HR, requesting bank account changes ahead of salary processing — a variant of BEC that has cost Indian companies crores in losses.

CERT-In advisories have noted a marked increase in sophisticated phishing infrastructure targeting Indian organisations, including the use of India-hosted bulletproof hosting and fast-flux DNS to make takedowns difficult and time-consuming.

Why Legacy Email Security Falls Short

Most enterprise email gateways in India were deployed five or more years ago. They rely on a combination of signature-based filtering, reputation databases, URL scanning, and heuristic rules built around the assumption that malicious emails look different from legitimate ones — different enough that a set of static rules will catch them.

AI-generated phishing undermines every one of those assumptions:

• Signatures don’t match because each email is uniquely generated.
• Reputation databases don’t flag clean domains borrowed from compromised vendor accounts.
• URL scanners can be bypassed by embedding links in QR codes, using legitimate redirect services, or delivering URLs only after the initial email has cleared inspection.
• Heuristic rules trained on old phishing patterns score AI-generated text as low-risk.

The result is a growing detection gap — one that attackers are actively exploiting.

A Layered Defence Strategy for Indian Enterprises

There is no single control that stops AI-powered phishing. Effective defence requires multiple overlapping layers, each covering the gaps in the others.

Layer 1: Secure Email Gateway Modernisation

If your email security stack has not been refreshed in the last three years, it is likely inadequate. Modern secure email gateways use ML-based content analysis, sandboxing for attachments and URLs, and behavioural analytics to detect anomalies in sender patterns. For organisations on Microsoft 365 or Google Workspace, native advanced threat protection features should be enabled and tuned, not left at default settings.

FortiMail from Fortinet adds deep integration with FortiGate NGFW threat intelligence, enabling email-borne indicators of compromise (IoCs) to be immediately pushed to perimeter enforcement points. PJ Networks deploys and manages FortiMail for enterprise clients across India, ensuring that signature updates, sandboxing policies, and anti-spoofing rules (SPF, DKIM, DMARC) are kept current and properly configured.

Layer 2: Identity and Access Hardening

Phishing’s ultimate goal is credential theft. Make stolen credentials less valuable:

• Enforce phishing-resistant MFA (FIDO2/passkeys) for all privileged accounts and external-facing applications. SMS OTP is vulnerable to SIM-swap attacks; step up to hardware tokens or app-based authenticators at a minimum.
• Implement Zero Trust Network Access (ZTNA) so that even if credentials are compromised, lateral movement is constrained by least-privilege access policies. Under a ZTNA model, a threat actor with stolen credentials for a finance analyst cannot freely roam to HR systems or source code repositories.
• Deploy privileged access management (PAM) for administrator accounts — no one should be browsing email with a domain admin session active.

Layer 3: DNS and Network-Level Filtering

DNS-layer security intercepts communication to known malicious domains before a connection is established — stopping command-and-control (C2) callbacks and credential-phishing page loads even when an employee clicks a malicious link. FortiGate NGFW with DNS filtering and application control provides this capability at the network level, catching threats that bypass the email gateway.

Layer 4: Security Awareness Training — Redesigned for 2024

Annual phishing awareness training is no longer sufficient. Modern security awareness programmes use continuous, simulated phishing campaigns with immediate feedback loops. When an employee clicks a simulated lure, they are redirected to a micro-learning module — not shamed in a report. Over time, this builds organisational muscle memory. Training content must be updated to include AI-generated phishing examples so employees develop an intuition for the new threat profile.

Layer 5: Incident Response Readiness

Under CERT-In’s 2022 directions, Indian organisations must report cybersecurity incidents — including successful phishing attacks that result in data compromise — within six hours of detection. For most security teams, six hours is an impossibly tight window without pre-built response playbooks and automation.

Playbooks for phishing response should cover: credential reset workflows, account isolation steps, email recall and notification procedures for affected parties, forensic evidence preservation, and the CERT-In reporting template. These need to be tested through tabletop exercises — not just documented and filed.

PrahiX Ora: Unified SecOps Visibility Across Email, Endpoint, and Network

When a phishing campaign successfully delivers a payload — a Remote Access Trojan, an infostealer, a ransomware dropper — the clock starts immediately. The difference between a contained incident and a full-scale breach is often measured in minutes. That window demands a SecOps platform with correlated visibility across every data source in your environment.

PrahiX Ora is a unified SecOps platform built by PrahiX Tech Pvt Ltd. PJ Networks is its primary field deployment and operations partner, and we operate the platform on behalf of enterprise clients across India.

Ora addresses phishing-related threats across four integrated pillars:

• SIEM: Ora ingests logs from email gateways, endpoints, firewalls, Active Directory, and cloud applications, correlating events against MITRE ATT&CK techniques. When a phishing email delivers a payload, Ora’s graph-based attack storyline reconstruction connects the initial email delivery event to subsequent suspicious process executions, lateral movement attempts, and data exfiltration indicators — giving your SOC analysts a complete, timeline-ordered attack narrative rather than thousands of isolated log lines. CERT-In’s direction for 180-day in-country log retention is met through Ora’s tiered hot/cold/archive storage, without requiring separate infrastructure for log archiving.
• NMS (Network Monitoring): Phishing campaigns that succeed often result in C2 communications, DNS tunnelling, or beaconing traffic that is invisible to email-layer controls. Ora’s NMS provides unified observability across FortiGate firewalls, switches, wireless access points, and WAN/SD-WAN links, with ML-based anomaly detection that flags unusual outbound connection patterns — precisely the kind of C2 behaviour that follows a successful phishing compromise. In multi-vendor estates where NOC visibility is fragmented across separate tools, Ora’s LLDP/CDP-based topology discovery and network path tracing provide the single-pane-of-glass view your NOC needs.
• Video Surveillance (VMS): For manufacturing, retail, and multi-site clients, physical and logical security cannot be managed in silos. Ora’s video surveillance module integrates ONVIF, Hikvision, and Dahua cameras with video analytics into a single operations view — so a physical tailgating incident captured on camera can be correlated with a simultaneous network anomaly, giving security operations a complete picture of blended physical-cyber threats.
• SOAR: Phishing response playbooks in Ora are automated — when a confirmed phishing indicator is detected, Ora can automatically push updated blocklists to FortiGate, disable compromised Active Directory accounts, isolate affected endpoints from the network, and generate a pre-populated CERT-In incident report. CERT-In’s six-hour reporting requirement is only realistic when these response steps are automated; manual workflows simply cannot meet that timeline under incident-response pressure.

If your organisation is dealing with alert fatigue, fragmented visibility across tools, or inability to meet CERT-In’s six-hour reporting window, speak with our team about deploying and operating PrahiX Ora in your environment.

Immediate Actions for Indian IT and Security Teams

If you are a CISO or IT head reading this, here is a practical checklist to assess and strengthen your phishing defences today:

• Verify DMARC policy is set to p=reject on all your email-sending domains — not just p=none (monitoring only).
• Audit which accounts have SMS OTP as their only MFA factor and prioritise migrating them to app-based or hardware MFA.
• Run a simulated spear-phishing campaign using an AI-generated lure — know your baseline click rate before an attacker does.
• Review your email gateway’s sandboxing configuration — are QR codes in email bodies being decoded and checked?
• Pull your current FortiGate web filtering and DNS filter logs and look for unexpected outbound connections to newly-registered domains (less than 30 days old).
• Tabletop your CERT-In incident reporting workflow — can your team generate and submit a report within six hours of detection?
• Map your email security vendor’s threat intelligence update cadence — is it hours or days? In 2024, hours matter.

How PJ Networks Can Help

PJ Networks provides 24/7 managed NOC/SOC services to Indian enterprises, with deep expertise in FortiGate NGFW, FortiMail, SD-WAN, and ZTNA deployments. Our security operations team monitors threats around the clock, correlates alerts across your environment, and provides rapid incident response — including support for CERT-In mandatory reporting.

Whether your organisation needs a phishing risk assessment, a FortiMail deployment and hardening engagement, a ZTNA rollout to reduce the blast radius of credential compromise, or a fully managed SOC powered by PrahiX Ora, we have the expertise and operational depth to deliver it.

Contact PJ Networks to discuss your organisation’s phishing defence posture and how we can help close the gaps before an attacker finds them.