Core Technical SEO Improvements - Complete Implementation

1. Search Engine Verification IDs ✅

File: _config.yml

Added placeholder verification fields for major search engines:

google_site_verification : "YOUR_GOOGLE_VERIFICATION_ID_HERE"
bing_site_verification   : "YOUR_BING_VERIFICATION_ID_HERE"
yandex_site_verification : "YOUR_YANDEX_VERIFICATION_ID_HERE"
naver_site_verification  : "YOUR_NAVER_VERIFICATION_ID_HERE"

Action Required: Replace these with actual verification codes from:

• Google Search Console
• Bing Webmaster Tools
• Yandex Webmaster
• Naver Webmaster

2. Per-Page Open Graph & Twitter Metadata ✅

File: _includes/head/custom.html

Implemented dynamic metadata system supporting:

On Home Page (index.html):

og_title: "Amirreza Vishteh - AI Safety & LLM Security Researcher"
og_description: "Defending Large Language Models Against Backdoor Attacks..."
og_image: "/assets/images/BAIT-Large-Language-Model-Backdoor-Scanning-by-Inverting-Attack-Target.png"
twitter_card: "summary_large_image"
twitter_image: "/assets/images/BAIT-Large-Language-Model-Backdoor-Scanning-by-Inverting-Attack-Target.png"

On Gallery Page (gallery.md):

og_title: "Amirreza Vishteh's Photo Gallery"
og_description: "Personal photography collection - travel, hobbies, and moments..."
og_image: "/assets/images/rezagreen.jpeg"
twitter_card: "summary_large_image"
twitter_image: "/assets/images/rezagreen.jpeg"

Usage for Any Page:

Simply add to front matter:

---
og_title: "Custom Title"
og_description: "Custom description for social sharing"
og_image: "/path/to/image.png"
twitter_card: "summary_large_image"
twitter_image: "/path/to/twitter-image.png"
---

Benefits:

• Rich previews on Twitter, LinkedIn, Facebook
• Custom title and description for each page
• Controlled image display in shares
• Improved click-through rates from social media

3. Structured Data & Schema Markup ✅

Person Schema (Global)

File: _includes/head/custom.html

{
  "@context": "https://schema.org",
  "@type": "Person",
  "name": "Amirreza Vishteh",
  "url": "https://amirrezavishteh.github.io",
  "jobTitle": "AI Safety Researcher",
  "sameAs": [
    "https://scholar.google.com/citations?user=ukjmhFwAAAAJ",
    "https://github.com/amirrezavishteh",
    "https://twitter.com/Amirrezav1"
  ]
}

Benefits: Enables knowledge panel on Google, improves SERP features

Research Paper Schema (Per-Post)

File: _includes/paper-schema.html

Available for blog posts with metadata:

---
paper_title: "BAIT: Backdoor Scanning by Inverting Attack Target"
paper_url: "https://arxiv.org/abs/..."
paper_doi: "10.xxxx/xxxxx"
paper_year: 2024
paper_venue: "NeurIPS 2024"
paper_authors: ["Amirreza Vishteh", "Co-author"]
---

Generates ScholarlyArticle schema automatically.

4. Enhanced Publication Cards ✅

File: index.html → feature_row_papers

BAIT Research Card:

• Title: 🏆 BAIT: Backdoor Scanning by Inverting
• Metadata: Novel backdoor detection for LLMs (2023-2024)
• Description: Includes attack target inversion technique, model security, adversarial robustness
• Focus Areas: Model Security, Adversarial Robustness

FTT-NAS Card:

• Title: 🔍 FTT-NAS: Neural Architecture Search
• Metadata: Trustworthy AI Systems (2024)
• Description: Efficient and robust model design
• Focus Areas: Model Efficiency, Interpretability, Robustness

LLM Robustness Card:

• Title: 🛡️ Adversarial Robustness of LLMs
• Metadata: Defense Mechanisms (2024-2025)
• Description: Attacks, defenses, and practical mitigation
• Focus Areas: Adversarial Attacks, Defense Mechanisms

Benefits:

• Search engines understand research contribution
• Visitors see concrete years and venues
• Rich snippets in search results
• Better authority signaling

5. Anchor Navigation & Jump Links ✅

File: index.html

Added persistent navigation bar after hero:

Jump to Section:
📝 Publications
💻 Code & Data
🤝 Collaborations
📅 Timeline

Section IDs for Direct Linking:

• #publications-section → Featured Publications & Research
• #code-section → Code & Datasets
• #collaboration-section → Collaborations & Research Chat
• #timeline-section → Research Journey Timeline

Benefits:

• Improves internal linking structure
• Sitelinks in Google results
• Direct bookmarkable URLs
• Better UX for navigation
• Crawlable anchor targets for search engines

6. Research Statistics Display ✅

File: _includes/research-stats.html

Displays 4-metric research impact section:

Includes direct link to Google Scholar profile.

Benefits:

• Immediate credibility signal
• Social proof above fold
• Encourages Scholar profile visits
• Shows research prolific output

7. Blog/Publications Page Enhancement ✅

File: blog.md

Added:

• Custom OG metadata for rich social previews
• Instruction guide for paper metadata in posts
• Example front matter for research papers
• Better page title highlighting research focus

Implementation Checklist

Immediate Actions (Required):

• Replace verification IDs in _config.yml with actual codes
• Test OG metadata using Facebook Sharing Debugger
• Test Twitter cards using Twitter Card Validator
• Verify schema markup using Schema.org Validator

For New Research Posts:

• Include og_title, og_description, og_image in front matter
• Include paper_title, paper_url, paper_doi, paper_year, paper_venue for schema
• Use descriptive excerpt for social sharing
• Include twitter_card and twitter_image for custom Twitter previews

Monitoring:

• Monitor Google Search Console for new sitelinks
• Track CTR improvements from rich snippets
• Monitor Scholar profile citation growth
• Check social media share analytics

Expected SEO Impact

1. Knowledge Panel: Person schema enables knowledge panel display
2. Rich Snippets: Publication cards may display in search results
3. Social Previews: Custom OG/Twitter metadata on shares
4. Internal Linking: Anchor navigation improves crawlability
5. Author Authority: sameAs links improve entity recognition
6. CTR Improvement: Rich previews typically increase click-through rates by 20-30%
7. Mobile UX: Jump links improve navigation on mobile devices

File Summary