diff --git a/.travis.yml b/.travis.yml
index 0882593..3f505fa 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -2,6 +2,9 @@ dist: trusty
 sudo: required
 language: go
 
+env:
+  - DEP_VERSION="0.4.1"
+
 services:  
     - docker
 
@@ -17,13 +20,14 @@ before_install:
 - sudo apt-get update
 - sudo apt-get install -y docker-ce
 - docker version
+- curl -L -s https://github.com/golang/dep/releases/download/v${DEP_VERSION}/dep-linux-amd64 -o $GOPATH/bin/dep
+- chmod +x $GOPATH/bin/dep
 
 install:
+- dep ensure
 - docker build -t cameradar .
 
 script:
-- curl https://glide.sh/get | sh
-- glide install
 # Run unit tests
 - go test
 # Launch a fake camera to check if cameradar is able to access it
diff --git a/Dockerfile b/Dockerfile
index 3ec021f..b65b303 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -7,20 +7,22 @@ WORKDIR /go/src/github.com/EtixLabs/cameradar/cameradar
 RUN apk update && \
     apk upgrade && \
     apk add nmap nmap-nselibs nmap-scripts \
-            curl curl-dev \
-            gcc \
-            libc-dev \
-            git \
-            pkgconfig
-
-RUN curl https://glide.sh/get | sh && glide install
+    curl curl-dev \
+    gcc \
+    libc-dev \
+    git \
+    pkgconfig
+ENV DEP_VERSION="0.4.1"
+RUN curl -L -s https://github.com/golang/dep/releases/download/v${DEP_VERSION}/dep-linux-amd64 -o $GOPATH/bin/dep
+RUN chmod +x $GOPATH/bin/dep
+RUN dep ensure
 RUN go build -o cameradar
 
 # Final stage
 FROM alpine
 
 RUN apk --update add --no-cache nmap nmap-nselibs nmap-scripts \
-            curl-dev
+    curl-dev
 
 WORKDIR /app/cameradar
 COPY --from=build-env /go/src/github.com/EtixLabs/cameradar/dictionaries/ /app/dictionaries/
diff --git a/Gopkg.lock b/Gopkg.lock
new file mode 100644
index 0000000..0582b73
--- /dev/null
+++ b/Gopkg.lock
@@ -0,0 +1,225 @@
+# This file is autogenerated, do not edit; changes may be undone by the next 'dep ensure'.
+
+
+[[projects]]
+  branch = "master"
+  name = "github.com/andelf/go-curl"
+  packages = ["."]
+  revision = "f8b334df3789fbdf98df3b3b22815e958b956c19"
+
+[[projects]]
+  name = "github.com/davecgh/go-spew"
+  packages = ["spew"]
+  revision = "346938d642f2ec3594ed81d874461961cd0faa76"
+  version = "v1.1.0"
+
+[[projects]]
+  name = "github.com/fatih/color"
+  packages = ["."]
+  revision = "570b54cabe6b8eb0bc2dfce68d964677d63b5260"
+  version = "v1.5.0"
+
+[[projects]]
+  name = "github.com/fsnotify/fsnotify"
+  packages = ["."]
+  revision = "c2828203cd70a50dcccfb2761f8b1f8ceef9a8e9"
+  version = "v1.4.7"
+
+[[projects]]
+  branch = "master"
+  name = "github.com/gernest/wow"
+  packages = [
+    ".",
+    "spin"
+  ]
+  revision = "7e0b2a2398989a5d220eebac5742d45422ba7de8"
+
+[[projects]]
+  name = "github.com/go-playground/locales"
+  packages = [
+    ".",
+    "currency"
+  ]
+  revision = "e4cbcb5d0652150d40ad0646651076b6bd2be4f6"
+  version = "v0.11.2"
+
+[[projects]]
+  name = "github.com/go-playground/universal-translator"
+  packages = ["."]
+  revision = "b32fa301c9fe55953584134cb6853a13c87ec0a1"
+  version = "v0.16.0"
+
+[[projects]]
+  name = "github.com/gorilla/websocket"
+  packages = ["."]
+  revision = "ea4d1f681babbce9545c9c5f3d5194a789c89f5b"
+  version = "v1.2.0"
+
+[[projects]]
+  branch = "master"
+  name = "github.com/hashicorp/hcl"
+  packages = [
+    ".",
+    "hcl/ast",
+    "hcl/parser",
+    "hcl/scanner",
+    "hcl/strconv",
+    "hcl/token",
+    "json/parser",
+    "json/scanner",
+    "json/token"
+  ]
+  revision = "23c074d0eceb2b8a5bfdbb271ab780cde70f05a8"
+
+[[projects]]
+  name = "github.com/magefile/mage"
+  packages = [
+    "mg",
+    "sh",
+    "types"
+  ]
+  revision = "ab3ca2f6f85577d7ec82e0a6df721147a2e737f9"
+  version = "v2.0.1"
+
+[[projects]]
+  name = "github.com/magiconair/properties"
+  packages = ["."]
+  revision = "d419a98cdbed11a922bf76f257b7c4be79b50e73"
+  version = "v1.7.4"
+
+[[projects]]
+  name = "github.com/mattn/go-colorable"
+  packages = ["."]
+  revision = "167de6bfdfba052fa6b2d3664c8f5272e23c9072"
+  version = "v0.0.9"
+
+[[projects]]
+  name = "github.com/mattn/go-isatty"
+  packages = ["."]
+  revision = "0360b2af4f38e8d38c7fce2a9f4e702702d73a39"
+  version = "v0.0.3"
+
+[[projects]]
+  branch = "master"
+  name = "github.com/mitchellh/mapstructure"
+  packages = ["."]
+  revision = "b4575eea38cca1123ec2dc90c26529b5c5acfcff"
+
+[[projects]]
+  name = "github.com/pelletier/go-toml"
+  packages = ["."]
+  revision = "acdc4509485b587f5e675510c4f2c63e90ff68a8"
+  version = "v1.1.0"
+
+[[projects]]
+  name = "github.com/pkg/errors"
+  packages = ["."]
+  revision = "645ef00459ed84a119197bfb8d8205042c6df63d"
+  version = "v0.8.0"
+
+[[projects]]
+  name = "github.com/pmezard/go-difflib"
+  packages = ["difflib"]
+  revision = "792786c7400a136282c1664665ae0a8db921c6c2"
+  version = "v1.0.0"
+
+[[projects]]
+  name = "github.com/spf13/afero"
+  packages = [
+    ".",
+    "mem"
+  ]
+  revision = "bb8f1927f2a9d3ab41c9340aa034f6b803f4359c"
+  version = "v1.0.2"
+
+[[projects]]
+  name = "github.com/spf13/cast"
+  packages = ["."]
+  revision = "acbeb36b902d72a7a4c18e8f3241075e7ab763e4"
+  version = "v1.1.0"
+
+[[projects]]
+  branch = "master"
+  name = "github.com/spf13/jwalterweatherman"
+  packages = ["."]
+  revision = "7c0cea34c8ece3fbeb2b27ab9b59511d360fb394"
+
+[[projects]]
+  name = "github.com/spf13/pflag"
+  packages = ["."]
+  revision = "e57e3eeb33f795204c1ca35f56c44f83227c6e66"
+  version = "v1.0.0"
+
+[[projects]]
+  name = "github.com/spf13/viper"
+  packages = ["."]
+  revision = "25b30aa063fc18e48662b86996252eabdcf2f0c7"
+  version = "v1.0.0"
+
+[[projects]]
+  name = "github.com/stretchr/objx"
+  packages = ["."]
+  revision = "facf9a85c22f48d2f52f2380e4efce1768749a89"
+  version = "v0.1"
+
+[[projects]]
+  name = "github.com/stretchr/testify"
+  packages = [
+    "assert",
+    "mock"
+  ]
+  revision = "12b6f73e6084dad08a7c6e575284b177ecafbc71"
+  version = "v1.2.1"
+
+[[projects]]
+  branch = "master"
+  name = "golang.org/x/crypto"
+  packages = ["ssh/terminal"]
+  revision = "1875d0a70c90e57f11972aefd42276df65e895b9"
+
+[[projects]]
+  branch = "master"
+  name = "golang.org/x/sys"
+  packages = [
+    "unix",
+    "windows"
+  ]
+  revision = "8f27ce8a604014414f8dfffc25cbcde83a3f2216"
+
+[[projects]]
+  branch = "master"
+  name = "golang.org/x/text"
+  packages = [
+    "internal/gen",
+    "internal/triegen",
+    "internal/ucd",
+    "transform",
+    "unicode/cldr",
+    "unicode/norm"
+  ]
+  revision = "e19ae1496984b1c655b8044a65c0300a3c878dd3"
+
+[[projects]]
+  name = "gopkg.in/go-playground/validator.v9"
+  packages = ["."]
+  revision = "48a433ba4bcadc5be9aa16d4bdcb383d3f57a741"
+  version = "v9.9.3"
+
+[[projects]]
+  name = "gopkg.in/tylerb/graceful.v1"
+  packages = ["."]
+  revision = "4654dfbb6ad53cb5e27f37d99b02e16c1872fbbb"
+  version = "v1.2.15"
+
+[[projects]]
+  branch = "v2"
+  name = "gopkg.in/yaml.v2"
+  packages = ["."]
+  revision = "d670f9405373e636a5a2765eea47fac0c9bc91a4"
+
+[solve-meta]
+  analyzer-name = "dep"
+  analyzer-version = 1
+  inputs-digest = "ee033333addaa0634f6b1145cedba6ddba69f9b3f852f78726ee7d8ad45048d0"
+  solver-name = "gps-cdcl"
+  solver-version = 1
diff --git a/Gopkg.toml b/Gopkg.toml
new file mode 100644
index 0000000..78335ae
--- /dev/null
+++ b/Gopkg.toml
@@ -0,0 +1,70 @@
+# Gopkg.toml example
+#
+# Refer to https://github.com/golang/dep/blob/master/docs/Gopkg.toml.md
+# for detailed Gopkg.toml documentation.
+#
+# required = ["github.com/user/thing/cmd/thing"]
+# ignored = ["github.com/user/project/pkgX", "bitbucket.org/user/project/pkgA/pkgY"]
+#
+# [[constraint]]
+#   name = "github.com/user/project"
+#   version = "1.0.0"
+#
+# [[constraint]]
+#   name = "github.com/user/project2"
+#   branch = "dev"
+#   source = "github.com/myfork/project2"
+#
+# [[override]]
+#   name = "github.com/x/y"
+#   version = "2.4.0"
+#
+# [prune]
+#   non-go = false
+#   go-tests = true
+#   unused-packages = true
+
+
+[[constraint]]
+  branch = "master"
+  name = "github.com/andelf/go-curl"
+
+[[constraint]]
+  name = "github.com/fatih/color"
+  version = "1.5.0"
+
+[[constraint]]
+  branch = "master"
+  name = "github.com/gernest/wow"
+
+[[constraint]]
+  name = "github.com/gorilla/websocket"
+  version = "1.2.0"
+
+[[constraint]]
+  name = "github.com/pkg/errors"
+  version = "0.8.0"
+
+[[constraint]]
+  name = "github.com/spf13/pflag"
+  version = "1.0.0"
+
+[[constraint]]
+  name = "github.com/spf13/viper"
+  version = "1.0.0"
+
+[[constraint]]
+  name = "github.com/stretchr/testify"
+  version = "1.2.1"
+
+[[constraint]]
+  name = "gopkg.in/go-playground/validator.v9"
+  version = "9.9.3"
+
+[[constraint]]
+  name = "gopkg.in/tylerb/graceful.v1"
+  version = "1.2.15"
+
+[prune]
+  go-tests = true
+  unused-packages = true
diff --git a/glide.lock b/glide.lock
deleted file mode 100644
index 814e445..0000000
--- a/glide.lock
+++ /dev/null
@@ -1,88 +0,0 @@
-hash: f646c12961eac693464d18f1ab91a7dd734514a1de59dfce2fe6de1507512bf7
-updated: 2017-10-31T09:52:06.986193695+01:00
-imports:
-- name: github.com/andelf/go-curl
-  version: f8b334df3789fbdf98df3b3b22815e958b956c19
-- name: github.com/fatih/color
-  version: 570b54cabe6b8eb0bc2dfce68d964677d63b5260
-- name: github.com/fsnotify/fsnotify
-  version: 4da3e2cfbabc9f751898f250b49f2439785783a1
-- name: github.com/gernest/wow
-  version: 57298475c6371a5a652e74dcf624c80edfc5ae1a
-  subpackages:
-  - spin
-- name: github.com/go-playground/locales
-  version: e4cbcb5d0652150d40ad0646651076b6bd2be4f6
-- name: github.com/go-playground/universal-translator
-  version: b32fa301c9fe55953584134cb6853a13c87ec0a1
-- name: github.com/gorilla/websocket
-  version: ea4d1f681babbce9545c9c5f3d5194a789c89f5b
-- name: github.com/hashicorp/hcl
-  version: 23c074d0eceb2b8a5bfdbb271ab780cde70f05a8
-  subpackages:
-  - hcl/ast
-  - hcl/parser
-  - hcl/scanner
-  - hcl/strconv
-  - hcl/token
-  - json/parser
-  - json/scanner
-  - json/token
-- name: github.com/magiconair/properties
-  version: 8d7837e64d3c1ee4e54a880c5a920ab4316fc90a
-- name: github.com/mattn/go-colorable
-  version: 5411d3eea5978e6cdc258b30de592b60df6aba96
-  repo: https://github.com/mattn/go-colorable
-- name: github.com/mattn/go-isatty
-  version: 57fdcb988a5c543893cc61bce354a6e24ab70022
-  repo: https://github.com/mattn/go-isatty
-- name: github.com/mitchellh/mapstructure
-  version: 06020f85339e21b2478f756a78e295255ffa4d6a
-- name: github.com/pelletier/go-toml
-  version: 4e9e0ee19b60b13eb79915933f44d8ed5f268bdd
-- name: github.com/pkg/errors
-  version: 645ef00459ed84a119197bfb8d8205042c6df63d
-- name: github.com/pmezard/go-difflib
-  version: d8ed2627bdf02c080bf22230dbb337003b7aba2d
-  subpackages:
-  - difflib
-- name: github.com/spf13/afero
-  version: 5660eeed305fe5f69c8fc6cf899132a459a97064
-  subpackages:
-  - mem
-- name: github.com/spf13/cast
-  version: acbeb36b902d72a7a4c18e8f3241075e7ab763e4
-- name: github.com/spf13/jwalterweatherman
-  version: 12bd96e66386c1960ab0f74ced1362f66f552f7b
-- name: github.com/spf13/pflag
-  version: 97afa5e7ca8a08a383cb259e06636b5e2cc7897f
-- name: github.com/spf13/viper
-  version: 8ef37cbca71638bf32f3d5e194117d4cb46da163
-- name: github.com/stretchr/objx
-  version: cbeaeb16a013161a98496fad62933b1d21786672
-- name: github.com/stretchr/testify
-  version: 69483b4bd14f5845b5a1e55bca19e954e827f1d0
-  subpackages:
-  - mock
-- name: golang.org/x/crypto
-  version: 2509b142fb2b797aa7587dad548f113b2c0f20ce
-  subpackages:
-  - ssh/terminal
-- name: golang.org/x/sys
-  version: e24f485414aeafb646f6fca458b0bf869c0880a1
-  repo: https://go.googlesource.com/sys
-  subpackages:
-  - unix
-  - windows
-- name: golang.org/x/text
-  version: 6eab0e8f74e86c598ec3b6fad4888e0c11482d48
-  subpackages:
-  - transform
-  - unicode/norm
-- name: gopkg.in/go-playground/validator.v9
-  version: a021b2ec9a8a8bb970f3f15bc42617cb520e8a64
-- name: gopkg.in/tylerb/graceful.v1
-  version: 4654dfbb6ad53cb5e27f37d99b02e16c1872fbbb
-- name: gopkg.in/yaml.v2
-  version: eb3733d160e74a9c7e442f435eb3bea458e1d19f
-testImports: []
diff --git a/glide.yaml b/glide.yaml
deleted file mode 100644
index be76fb6..0000000
--- a/glide.yaml
+++ /dev/null
@@ -1,26 +0,0 @@
-package: github.com/EtixLabs/cameradar
-import:
-- package: github.com/andelf/go-curl
-- package: github.com/fatih/color
-  version: ~1.5.0
-- package: github.com/gernest/wow
-  subpackages:
-  - spin
-- package: github.com/gorilla/websocket
-  version: ~1.2.0
-- package: github.com/pkg/errors
-  version: ~0.8.0
-- package: github.com/stretchr/testify
-  version: ~1.1.4
-  subpackages:
-  - mock
-- package: gopkg.in/go-playground/validator.v9
-  version: ~9.7.0
-- package: gopkg.in/tylerb/graceful.v1
-  version: ~1.2.15
-- package: github.com/go-playground/universal-translator
-  version: ~0.16.0
-- package: github.com/go-playground/locales
-  version: ~0.11.2
-- package: github.com/spf13/pflag
-- package: github.com/spf13/viper