diff --git a/src/generic-methodologies-and-resources/basic-forensic-methodology/partitions-file-systems-carving/file-data-carving-recovery-tools.md b/src/generic-methodologies-and-resources/basic-forensic-methodology/partitions-file-systems-carving/file-data-carving-recovery-tools.md
index 38cdef28a..777a2c6af 100644
--- a/src/generic-methodologies-and-resources/basic-forensic-methodology/partitions-file-systems-carving/file-data-carving-recovery-tools.md
+++ b/src/generic-methodologies-and-resources/basic-forensic-methodology/partitions-file-systems-carving/file-data-carving-recovery-tools.md
@@ -8,80 +8,133 @@ Zana zaidi zinapatikana katika [https://github.com/Claudio-C/awesome-datarecover
 
 ### Autopsy
 
-Zana inayotumika sana katika uchunguzi wa forensics kutoa faili kutoka kwa picha ni [**Autopsy**](https://www.autopsy.com/download/). Pakua, sakinisha na fanya iweze kuchukua faili ili kupata faili "zilizofichwa". Kumbuka kwamba Autopsy imejengwa kusaidia picha za diski na aina nyingine za picha, lakini si faili rahisi.
+Zana inayotumika sana katika uchunguzi wa kidijitali kutoa faili kutoka kwa picha ni [**Autopsy**](https://www.autopsy.com/download/). Pakua, sakinisha na fanya iweze kuchukua faili ili kupata faili "zilizofichwa". Kumbuka kwamba Autopsy imejengwa kusaidia picha za diski na aina nyingine za picha, lakini si faili rahisi.
 
+> **2024-2025 sasisho** – Toleo **4.21** (lililotolewa Februari 2025) limeongeza moduli mpya ya **carving iliyojengwa upya kulingana na SleuthKit v4.13** ambayo ni ya haraka zaidi inaposhughulikia picha za multi-terabyte na inasaidia utoaji wa sambamba kwenye mifumo ya multi-core.¹  Wrapper ndogo ya CLI (`autopsycli ingest <case> <image>`) pia ilianzishwa, ikifanya iwezekane kuandika carving ndani ya mazingira ya CI/CD au maabara makubwa.
+```bash
+# Create a case and ingest an evidence image from the CLI (Autopsy ≥4.21)
+autopsycli case --create MyCase --base /cases
+# ingest with the default ingest profile (includes data-carve module)
+autopsycli ingest MyCase /evidence/disk01.E01 --threads 8
+```
 ### Binwalk <a href="#binwalk" id="binwalk"></a>
 
-**Binwalk** ni zana ya kuchambua faili za binary ili kupata maudhui yaliyojumuishwa. Inaweza kusakinishwa kupitia `apt` na chanzo chake kiko kwenye [GitHub](https://github.com/ReFirmLabs/binwalk).
+**Binwalk** ni chombo cha kuchambua faili za binary ili kupata maudhui yaliyojumuishwa. Inaweza kusakinishwa kupitia `apt` na chanzo chake kiko kwenye [GitHub](https://github.com/ReFirmLabs/binwalk).
 
 **Amri muhimu**:
 ```bash
-sudo apt install binwalk #Insllation
-binwalk file #Displays the embedded data in the given file
-binwalk -e file #Displays and extracts some files from the given file
-binwalk --dd ".*" file #Displays and extracts all files from the given file
+sudo apt install binwalk         # Installation
+binwalk firmware.bin             # Display embedded data
+binwalk -e firmware.bin          # Extract recognised objects (safe-default)
+binwalk --dd " .* " firmware.bin  # Extract *everything* (use with care)
 ```
+⚠️  **Kumbuka Usalama** – Matoleo **≤2.3.3** yanakabiliwa na udhaifu wa **Path Traversal** (CVE-2022-4510). Pandisha (au tengeneza mazingira na kontena/UID isiyo na mamlaka) kabla ya kuchonga sampuli zisizoaminika.
+
 ### Foremost
 
-Chombo kingine cha kawaida cha kutafuta faili zilizofichwa ni **foremost**. Unaweza kupata faili ya usanidi ya foremost katika `/etc/foremost.conf`. Ikiwa unataka tu kutafuta faili fulani, ondoa alama ya maoni. Ikiwa huondoi alama ya maoni, foremost itatafuta aina zake za faili zilizowekwa kama chaguo-msingi.
+Chombo kingine cha kawaida cha kutafuta faili zilizofichwa ni **foremost**. Unaweza kupata faili ya usanidi ya foremost katika `/etc/foremost.conf`. Ikiwa unataka tu kutafuta faili fulani, ondoa alama ya maoni. Ikiwa hutaondoa alama ya maoni, foremost itatafuta aina zake za faili zilizopangwa kwa default.
 ```bash
 sudo apt-get install foremost
 foremost -v -i file.img -o output
-#Discovered files will appear inside the folder "output"
+# Discovered files will appear inside the folder "output"
 ```
 ### **Scalpel**
 
-**Scalpel** ni chombo kingine ambacho kinaweza kutumika kupata na kutoa **faili zilizojumuishwa katika faili**. Katika kesi hii, utahitaji kuondoa maoni kutoka kwa faili ya usanidi (_/etc/scalpel/scalpel.conf_) aina za faili unazotaka ikatoe.
+**Scalpel** ni chombo kingine ambacho kinaweza kutumika kupata na kutoa **faili zilizojumuishwa ndani ya faili**. Katika kesi hii, utahitaji kuondoa maoni kutoka kwa faili ya usanidi (_/etc/scalpel/scalpel.conf_) aina za faili unazotaka ikatoe.
 ```bash
 sudo apt-get install scalpel
 scalpel file.img -o output
 ```
-### Bulk Extractor
+### Bulk Extractor 2.x
 
-Chombo hiki kinapatikana ndani ya kali lakini unaweza kukipata hapa: [https://github.com/simsong/bulk_extractor](https://github.com/simsong/bulk_extractor)
+Zana hii inapatikana ndani ya kali lakini unaweza kuipata hapa: <https://github.com/simsong/bulk_extractor>
 
-Chombo hiki kinaweza kuskan picha na **kutoa pcaps** ndani yake, **taarifa za mtandao (URLs, domains, IPs, MACs, mails)** na zaidi **faili**. Unachohitaji kufanya ni:
+Bulk Extractor inaweza kuskan picha ya ushahidi na kuchonga **pcap fragments**, **vitu vya mtandao (URLs, domains, IPs, MACs, e-mails)** na vitu vingine vingi **kwa pamoja kwa kutumia skana nyingi**.
+```bash
+# Build from source – v2.1.1 (April 2024) requires cmake ≥3.16
+git clone https://github.com/simsong/bulk_extractor.git && cd bulk_extractor
+mkdir build && cd build && cmake .. && make -j$(nproc) && sudo make install
+
+# Run every scanner, carve JPEGs aggressively and generate a bodyfile
+bulk_extractor -o out_folder -S jpeg_carve_mode=2 -S write_bodyfile=y /evidence/disk.img
 ```
-bulk_extractor memory.img -o out_folder
-```
-Navigate through **habari zote** that the tool has gathered (passwords?), **chambua** the **paket** (read[ **Pcaps analysis**](../pcap-inspection/index.html)), search for **domeni za ajabu** (domains related to **malware** or **zisizokuwepo**).
+Useful post-processing scripts (`bulk_diff`, `bulk_extractor_reader.py`) zinaweza kuondoa nakala za artefacts kati ya picha mbili au kubadilisha matokeo kuwa JSON kwa ajili ya upokeaji wa SIEM.
 
 ### PhotoRec
 
-You can find it in [https://www.cgsecurity.org/wiki/TestDisk_Download](https://www.cgsecurity.org/wiki/TestDisk_Download)
+Unaweza kuipata katika <https://www.cgsecurity.org/wiki/TestDisk_Download>
 
-It comes with GUI and CLI versions. You can select the **aina za faili** you want PhotoRec to search for.
+Inakuja na toleo la GUI na CLI. Unaweza kuchagua **aina za faili** unazotaka PhotoRec itafute.
 
 ![](<../../../images/image (242).png>)
 
+### ddrescue + ddrescueview (kuunda picha za diski zinazoshindwa)
+
+Wakati diski ya kimwili haiko imara, ni bora kufanya **picha yake kwanza** na kisha kutumia zana za carving dhidi ya picha hiyo. `ddrescue` (mradi wa GNU) inazingatia kunakili diski mbovu kwa uaminifu huku ikihifadhi kumbukumbu ya sehemu zisizoweza kusomwa.
+```bash
+sudo apt install gddrescue ddrescueview   # On Debian-based systems
+# First pass – try to get as much data as possible without retries
+sudo ddrescue -f -n /dev/sdX suspect.img suspect.log
+# Second pass – aggressive, 3 retries on the remaining bad areas
+sudo ddrescue -d -r3 /dev/sdX suspect.img suspect.log
+
+# Visualise the status map (green=good, red=bad)
+ddrescueview suspect.log
+```
+Version **1.28** (Desemba 2024) ilianzisha **`--cluster-size`** ambayo inaweza kuongeza kasi ya picha za SSD zenye uwezo mkubwa ambapo saizi za sekta za jadi hazifanani tena na vizuizi vya flash.
+
+### Extundelete / Ext4magic (EXT 3/4 undelete)
+
+Ikiwa mfumo wa faili wa chanzo ni wa Linux EXT, unaweza kuwa na uwezo wa kurejesha faili zilizofutwa hivi karibuni **bila kuchonga kabisa**. Zana zote mbili zinafanya kazi moja kwa moja kwenye picha isiyoandikwa:
+```bash
+# Attempt journal-based undelete (metadata must still be present)
+extundelete disk.img --restore-all
+
+# Fallback to full directory scan; supports extents and inline data
+ext4magic disk.img -M -f '*.jpg' -d ./recovered
+```
+> 🛈 Ikiwa mfumo wa faili ulitolewa baada ya kufutwa, vizuizi vya data vinaweza kuwa vimekwishatumika tena - katika kesi hiyo, kuchora vizuri (Foremost/Scalpel) bado kunahitajika.
+
 ### binvis
 
-Check the [code](https://code.google.com/archive/p/binvis/) and the [web page tool](https://binvis.io/#/).
+Angalia [code](https://code.google.com/archive/p/binvis/) na [web page tool](https://binvis.io/#/).
 
-#### Features of BinVis
+#### Vipengele vya BinVis
 
-- Visual and active **muonekano wa muundo**
-- Multiple plots for different focus points
-- Focusing on portions of a sample
-- **Kuona stings na rasilimali**, in PE or ELF executables e. g.
-- Getting **mifumo** for cryptanalysis on files
-- **Kugundua** packer or encoder algorithms
-- **Tambua** Steganography by patterns
-- **Visual** binary-diffing
+- Mtazamaji wa **muundo** wa kuona na wa kazi
+- Njia nyingi za kuzingatia maeneo tofauti
+- Kuangazia sehemu za sampuli
+- **Kuona stings na rasilimali**, katika PE au ELF executable n.k.
+- Kupata **mifumo** ya uchambuzi wa kificho kwenye faili
+- **Kugundua** algorithms za pakka au encoder
+- **Tambua** Steganography kwa mifumo
+- **Kiona** tofauti za binary
 
-BinVis is a great **nukta ya kuanzia kujifunza kuhusu lengo lisilojulikana** in a black-boxing scenario.
+BinVis ni **nukta ya kuanzia nzuri ili kufahamiana na lengo lisilojulikana** katika hali ya black-boxing.
 
-## Specific Data Carving Tools
+## Zana Maalum za Kuchora Data
 
 ### FindAES
 
-Searches for AES keys by searching for their key schedules. Able to find 128. 192, and 256 bit keys, such as those used by TrueCrypt and BitLocker.
+Inatafuta funguo za AES kwa kutafuta ratiba zao za funguo. Inaweza kupata funguo za 128, 192, na 256 bit, kama zile zinazotumiwa na TrueCrypt na BitLocker.
 
-Download [hapa](https://sourceforge.net/projects/findaes/).
+Pakua [hapa](https://sourceforge.net/projects/findaes/).
 
-## Complementary tools
+### YARA-X (kuangalia artefacts zilizochorwa)
 
-You can use [**viu** ](https://github.com/atanunq/viu)to see images from the terminal.\
-You can use the linux command line tool **pdftotext** to transform a pdf into text and read it.
+[YARA-X](https://github.com/VirusTotal/yara-x) ni upya wa YARA ulioandikwa kwa Rust ulioachiliwa mwaka 2024. Ni **10-30× haraka** kuliko YARA ya jadi na inaweza kutumika kuainisha maelfu ya vitu vilivyopatikana haraka sana:
+```bash
+# Scan every carved object produced by bulk_extractor
+yarax -r rules/index.yar out_folder/ --threads 8 --print-meta
+```
+Kuongeza kasi kunafanya iwe halisi **auto-tag** faili zote zilizokatwa katika uchunguzi wa kiwango kikubwa.
 
+## Zana za nyongeza
+
+Unaweza kutumia [**viu** ](https://github.com/atanunq/viu)kuona picha kutoka kwenye terminal.  \
+Unaweza kutumia zana ya mistari ya amri ya linux **pdftotext** kubadilisha pdf kuwa maandiko na kuisoma.
+
+## Marejeleo
+
+1. Maelezo ya kutolewa kwa Autopsy 4.21 – <https://github.com/sleuthkit/autopsy/releases/tag/autopsy-4.21>
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